{
  "version": 1,
  "checked": "2026-09-22",
  "image": {
    "url": "https://upload.wikimedia.org/wikipedia/commons/a/ae/Cancun_aerial_photo_by_safa.jpg",
    "source": "https://commons.wikimedia.org/wiki/File:Cancun_aerial_photo_by_safa.jpg",
    "license": "CC BY-SA 3.0",
    "licenseUrl": "https://creativecommons.org/licenses/by-sa/3.0/",
    "credit": "Photo: Safa in la / Wikimedia Commons / CC BY-SA 3.0 · cropped",
    "subject": "Cancún destination view",
    "alt": "Destination view of Cancún’s Hotel Zone between the Caribbean Sea and lagoon; photograph from 2008, not a photograph of this property or venue"
  },
  "stays": [
    {
      "id": "riu-caribe",
      "name": "Riu Caribe",
      "kind": "hotel",
      "area": "north",
      "category": "Party at your hotel",
      "tags": [
        "onsite"
      ],
      "badges": [
        "On-site parties",
        "Family hotel"
      ],
      "summary": "Stay at the home of RIU Party in Cancún, with themed events on your doorstep.",
      "highlight": "Eligible guests can attend RIU Party.",
      "caveat": "A Party Room and a VIP table are separate upgrades.",
      "activity": "RIU Party events take place at this hotel. Check the live schedule for your dates.",
      "age": "Family hotel; RIU parties 18+",
      "checked": "September 22, 2026",
      "official": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe",
      "sources": [
        {
          "url": "https://www.riu.com/en/riu-party",
          "label": "Hotel information"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe",
          "label": "Inclusions source 2"
        },
        {
          "url": "https://www.riu.com/en/riu-party/vip-area/",
          "label": "Inclusions source 3"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
          "label": "Inclusions source 4"
        },
        {
          "label": "Hotel Riu Caribe official rooms page",
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe/rooms"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe",
          "label": "Hotel five-star classification"
        }
      ],
      "inclusions": {
        "Party location": "On-site RIU Party at Caribe",
        "Entry": "Eligible resident guests; future event operation not guaranteed",
        "Drinks": "Not confirmed",
        "Transport": "Party on-site",
        "Age": "Family hotel; RIU parties 18+",
        "Rooms": "Hotel rooms; live rates and room availability not checked"
      },
      "nearby": [
        "coco-bongo-cancun",
        "mandala-cancun",
        "mandala-beach-cancun"
      ],
      "coordinates": {
        "id": "riu-caribe",
        "name": "Hotel Riu Caribe",
        "lat": 21.14299,
        "lng": -86.77471,
        "source": "https://mapcarta.com/25289342",
        "osmType": "way",
        "osmId": 246201346,
        "precisionDecimalPlaces": 5,
        "locationType": "representative hotel building pin"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Standard all-inclusive",
          "includes": "Published all-inclusive hotel plan. See the separate party, drink and transport conditions below.",
          "extras": "VIP party tables are a separate paid purchase. Confirm event drinks, exclusions and transport for your hotel."
        },
        {
          "id": "party-room",
          "name": "RIU Party Room · all-inclusive",
          "includes": "A party-oriented room category with extra party-room benefits. It is not required for ordinary eligible-guest party admission.",
          "extras": "Separate VIP table charges still apply. Confirm the exact room benefits and supplement in your quote."
        }
      ],
      "researchTier": "detailed",
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe"
        ],
        "beachfront": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe"
        ],
        "air_conditioning": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe/rooms"
        ],
        "wifi": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe"
        ],
        "onsite_bar": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe"
        ]
      },
      "mealPlan": "all_inclusive",
      "adultsOnly": false,
      "roomTypes": [
        "private"
      ],
      "rating": {
        "score": 8.8,
        "raw": 8.775,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-caribe-all-inclusive.html",
            "label": "Booking.com",
            "score": 8.7,
            "scale": 10,
            "count": 1973,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.7
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d185322-Reviews-Hotel_Riu_Caribe-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.3,
            "scale": 5,
            "count": 1118,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 8.6
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Caribe-All-Inclusive.h522221.Hotel-Information",
            "score": 9,
            "scale": 10,
            "count": 2302,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled four days before the check date.",
            "normalized": 9
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/ChoIltaqkf3SoOTLARoNL2cvMTFiYnJucjdkeBAB",
            "score": 4.4,
            "scale": 5,
            "count": 9732,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.4/5 from 9,732 Google reviews in a snapshot crawled one day before the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 8.8
          }
        ],
        "spread": 0.4,
        "allSources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-caribe-all-inclusive.html",
            "label": "Booking.com",
            "score": 8.7,
            "scale": 10,
            "count": 1973,
            "date": "2026-09-22"
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d185322-Reviews-Hotel_Riu_Caribe-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.3,
            "scale": 5,
            "count": 1118,
            "date": "2026-09-22"
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Caribe-All-Inclusive.h522221.Hotel-Information",
            "score": 9,
            "scale": 10,
            "count": 2302,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled four days before the check date."
          },
          {
            "label": "Google",
            "sourceFamily": "Google",
            "url": "https://www.google.com/travel/hotels/entity/ChoIltaqkf3SoOTLARoNL2cvMTFiYnJucjdkeBAB",
            "score": 4.4,
            "scale": 5,
            "count": 9732,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.4/5 from 9,732 Google reviews in a snapshot crawled one day before the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true
          }
        ],
        "unavailable": [
          {
            "label": "Facebook",
            "url": null,
            "reason": "No exact-property Facebook page with a publicly exposed recommendation percentage and count was returned in the bounded public search; no login or private-group access was attempted."
          }
        ],
        "additionalSignals": [],
        "pros": [
          "Friendly, attentive staff and strong service",
          "Clean rooms and well-kept common areas",
          "Convenient beachfront location with easy access around the hotel zone"
        ],
        "cons": [],
        "sentimentBasis": "Moderate confidence for positives: staff, cleanliness and location recur in Tripadvisor's ordinary recent-review stream as well as its positive-only 'Why guests love this hotel' module, and align with Booking.com category scores for staff (9.1), cleanliness (9.2) and location (9.2). The featured module was not treated as a representative sample. No negative theme was repeated clearly enough in the bounded ordinary-review sample to summarize.",
        "coverage": "Complete for two current published aggregate ratings. The Tripadvisor aggregate is from the search result crawled on 2026-09-22 (4.3/5, 1,118 reviews); opening the same canonical URL can return an older cached snapshot (4.4/5, 1,109 reviews). Sentiment coverage is partial and partly exposed through a positive-only featured module, so positives were retained only when corroborated by the ordinary recent-review stream and Booking.com category scores. An empty cons array means insufficient repeated evidence, not that no guests reported problems.",
        "method": "Equal mean of distinct publisher-family ratings converted to /10. Guest quality, separate from party fit.",
        "area": {
          "rank": 8,
          "total": 29,
          "tied": false,
          "index": 8,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.775,
          "sourceCount": 4,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "party": {
        "id": "riu-caribe",
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": 4,
            "note": "Cancun's on-site RIU Party venue has recurring themed pool and evening events with dedicated production. Multiple 2026 guests praise the energy and themed parties; one found the pool quiet between events.",
            "sources": [
              "https://www.riu.com/en/riu-party",
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d185322-Reviews-Hotel_Riu_Caribe-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": 4,
            "note": "Recent reviews repeatedly describe party-goers, celebration groups and busy themed events. The wider resort is family-friendly, so intensity concentrates around event times and areas.",
            "sources": [
              "https://www.tripadvisor.com/Hotel_Review-g150807-d185322-Reviews-Hotel_Riu_Caribe-Cancun_Yucatan_Peninsula.html",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d185322-Reviews-or20-Hotel_Riu_Caribe-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": 2,
            "note": "The northern Hotel Zone location is outside the main Punta Cancun club cluster; reaching off-site clubs generally requires local transport.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe"
            ]
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": 4,
            "note": "Eligible resident guests attend RIU Party on the property without a transfer. VIP tables are separate and event drink inclusions were not confirmed.",
            "sources": [
              "https://www.riu.com/en/riu-party",
              "https://www.riu.com/en/riu-party/vip-area/"
            ]
          }
        ],
        "crowd": {
          "description": "Family resort with a distinct party-going segment during RIU Party events.",
          "ageEvidence": "RIU Party is 18+; no representative guest-age distribution was found.",
          "source": "https://www.riu.com/en/riu-party"
        },
        "caveats": [
          "RIU Party follows scheduled event days rather than running continuously around every pool.",
          "Guest excerpts are a bounded sample."
        ],
        "confidence": "strong",
        "score": 9.5,
        "coverage": 1,
        "label": "Party-first stay",
        "checked": "2026-09-22"
      },
      "image": null,
      "luxury": true,
      "starClass": {
        "value": 5,
        "source": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-caribe",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [
          {
            "topic": "air_conditioning",
            "label": "Air conditioning",
            "status": "green",
            "basis": "Single guest report",
            "stale": false,
            "evidence": [
              {
                "id": "077690400349f56badba178ccd12eeb5c0e6e183b641e45b9504ad35c2777b6c",
                "propertyId": "riu-caribe",
                "topic": "air_conditioning",
                "sentiment": "positive",
                "summary": "One February 2026 guest said the room air conditioning cooled well.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d185322-Reviews-Hotel_Riu_Caribe-Cancun_Quintana_Roo_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "individual_review",
                "independentReviewCount": 1,
                "confidence": "limited",
                "scope": "Single room-specific report from a February 2026 stay; not evidence that every room cools equally.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "One February 2026 guest said the room air conditioning cooled well."
          },
          {
            "topic": "room_noise",
            "label": "Room noise",
            "status": "mixed",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "b4d6eae050a15dd4d0b0aeebc753eec969888e1e47f740bd549e3f588b84f24e",
                "propertyId": "riu-caribe",
                "topic": "room_noise",
                "sentiment": "mixed",
                "summary": "Noise experience appears room-dependent: one guest reported strong sound transfer through a connecting door, while another near the party area reported little disturbance.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d185322-Reviews-Hotel_Riu_Caribe-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Two visible reviews with opposing experiences; connecting-room layout and room position may explain the difference.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Noise experience appears room-dependent: one guest reported strong sound transfer through a connecting door, while another near the party area reported little disturbance."
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "ed0924201bd5f71dc1ed8222d2f5d3f1a442884de0c94b399cc30e439f4f3c80",
                "propertyId": "riu-caribe",
                "topic": "cleanliness",
                "sentiment": "positive",
                "summary": "Recent guests repeatedly describe rooms and shared areas as clean and well maintained.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d185322-Reviews-Hotel_Riu_Caribe-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring in a bounded sample of visible 2026 reviews; not an exhaustive review count.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Recent guests repeatedly describe rooms and shared areas as clean and well maintained."
          }
        ],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": {
          "propertyId": "riu-caribe",
          "checkedTopics": [
            "cleanliness",
            "room_noise",
            "air_conditioning"
          ],
          "unverifiedTopics": [
            "shower_pressure",
            "hot_water",
            "wifi",
            "fees",
            "deposit_refunds",
            "included_drinks",
            "queues"
          ],
          "notes": "Three practical observations retained; technical-room evidence beyond one cooling report was insufficient."
        }
      }
    },
    {
      "id": "riu-cancun",
      "name": "Riu Cancun",
      "kind": "hotel",
      "area": "punta",
      "category": "Stay here, party at Caribe",
      "tags": [
        "sister",
        "adult"
      ],
      "badges": [
        "Sister-hotel access",
        "Adults-only hotel"
      ],
      "summary": "An adults-only base in Punta Cancún with access to the RIU parties at Caribe.",
      "highlight": "Caribe admission is listed for resident guests.",
      "caveat": "Transfers and the hotel’s own nightclub terms need confirmation.",
      "activity": "The property lists a nightclub and evening entertainment; current club hours and inclusions are unconfirmed.",
      "age": "Adults-only hotel; numeric check-in minimum unconfirmed",
      "checked": "September 22, 2026",
      "official": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun",
      "sources": [
        {
          "url": "https://www.riu.com/en/riu-party",
          "label": "Hotel information"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun",
          "label": "Inclusions source 2"
        },
        {
          "url": "https://www.riu.com/en/riu-party/vip-area/",
          "label": "Inclusions source 3"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
          "label": "Inclusions source 4"
        },
        {
          "label": "Hotel Riu Cancun official rooms page",
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun/rooms"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun",
          "label": "Hotel five-star classification"
        }
      ],
      "inclusions": {
        "Party location": "Off-site RIU Party at Caribe; separate hotel nightclub listed",
        "Entry": "Eligible resident guests; future event operation not guaranteed",
        "Drinks": "Not confirmed",
        "Transport": "Not confirmed",
        "Age": "Adults-only hotel; numeric check-in minimum unconfirmed",
        "Rooms": "Hotel rooms; live rates and room availability not checked"
      },
      "nearby": [
        "coco-bongo-cancun",
        "mandala-cancun",
        "mandala-beach-cancun"
      ],
      "coordinates": {
        "id": "riu-cancun",
        "name": "Hotel Riu Cancun",
        "lat": 21.13802,
        "lng": -86.74884,
        "source": "https://mapcarta.com/25345476",
        "osmType": "way",
        "osmId": 155413453,
        "precisionDecimalPlaces": 5,
        "locationType": "representative hotel building pin"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Standard all-inclusive",
          "includes": "Published all-inclusive hotel plan. See the separate party, drink and transport conditions below.",
          "extras": "VIP party tables are a separate paid purchase. Confirm event drinks, exclusions and transport for your hotel."
        }
      ],
      "researchTier": "detailed",
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun"
        ],
        "beachfront": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun"
        ],
        "air_conditioning": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun/rooms"
        ],
        "wifi": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun"
        ],
        "onsite_bar": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun"
        ]
      },
      "mealPlan": "all_inclusive",
      "adultsOnly": true,
      "roomTypes": [
        "private"
      ],
      "rating": {
        "score": 8.4,
        "raw": 8.425,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-cancun-all-inclusive.html",
            "label": "Booking.com",
            "score": 8.1,
            "scale": 10,
            "count": 656,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.1
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d286104-Reviews-Hotel_Riu_Cancun-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.2,
            "scale": 5,
            "count": 14875,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 8.4
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Cancun-All-Inclusive.h1087292.Hotel-Information",
            "score": 8.4,
            "scale": 10,
            "count": 4276,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled one day before the check date.",
            "normalized": 8.4
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/CgsI7cS52uGqgr7WARAB",
            "score": 4.4,
            "scale": 5,
            "count": 11016,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.4/5 from 11,016 Google reviews in a snapshot crawled on the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 8.8
          }
        ],
        "spread": 0.7,
        "allSources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-cancun-all-inclusive.html",
            "label": "Booking.com",
            "score": 8.1,
            "scale": 10,
            "count": 656,
            "date": "2026-09-22"
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d286104-Reviews-Hotel_Riu_Cancun-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.2,
            "scale": 5,
            "count": 14875,
            "date": "2026-09-22"
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Cancun-All-Inclusive.h1087292.Hotel-Information",
            "score": 8.4,
            "scale": 10,
            "count": 4276,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled one day before the check date."
          },
          {
            "label": "Google",
            "sourceFamily": "Google",
            "url": "https://www.google.com/travel/hotels/entity/CgsI7cS52uGqgr7WARAB",
            "score": 4.4,
            "scale": 5,
            "count": 11016,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.4/5 from 11,016 Google reviews in a snapshot crawled on the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true
          }
        ],
        "unavailable": [
          {
            "label": "Facebook",
            "url": null,
            "reason": "No exact-property Facebook page with a publicly exposed recommendation percentage and count was returned in the bounded public search; no login or private-group access was attempted."
          }
        ],
        "additionalSignals": [],
        "pros": [
          "Helpful, friendly staff",
          "Central hotel-zone location near the beach and nightlife",
          "Good variety of food, bars and activities"
        ],
        "cons": [
          "Some rooms feel dated and guests report cooling or maintenance issues",
          "Noise can carry between rooms or from evening activity"
        ],
        "sentimentBasis": "Moderate confidence: themes recur across several visible recent Tripadvisor excerpts and are directionally consistent with Booking.com category scores (location 9.2 and staff/cleanliness above the overall score). The room-condition and cooling/noise concerns appeared in multiple visible guest excerpts, but this was not an exhaustive review sample.",
        "coverage": "Complete for two current published aggregate ratings; partial qualitative coverage from a bounded set of visible recent reviews.",
        "method": "Equal mean of distinct publisher-family ratings converted to /10. Guest quality, separate from party fit.",
        "area": {
          "rank": 13,
          "total": 29,
          "tied": true,
          "index": 7.6,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.425,
          "sourceCount": 4,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "party": {
        "id": "riu-cancun",
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": 2,
            "note": "The hotel lists a nightclub and evening entertainment, but headline themed parties are at Riu Caribe. Reviews range from lively and party-focused to quieter than expected.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d286104-Reviews-Hotel_Riu_Cancun-Cancun_Yucatan_Peninsula.html",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d286104-Reviews-or30-Hotel_Riu_Cancun-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": 3,
            "note": "Recent guests describe a vibrant party-leaning atmosphere, bachelorette groups and loud late returns, balanced by quieter bars and guests seeking rest.",
            "sources": [
              "https://www.tripadvisor.com/Hotel_Review-g150807-d286104-Reviews-Hotel_Riu_Cancun-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": 4,
            "note": "The hotel is in Punta Cancun near the principal club cluster and eligible guests also have RIU Party access at Caribe.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun",
              "https://www.riu.com/en/riu-party"
            ]
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": 2,
            "note": "Sister-party admission is available, but transfer details and event drink inclusions were not confirmed; external clubs are separate purchases.",
            "sources": [
              "https://www.riu.com/en/riu-party",
              "https://www.riu.com/en/riu-party/vip-area/"
            ]
          }
        ],
        "crowd": {
          "description": "Adults-only resort with celebration groups and a party-leaning pool crowd plus quieter areas.",
          "ageEvidence": "Adults-only is hotel-confirmed; a numeric minimum and representative age distribution were not confirmed.",
          "source": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun"
        },
        "caveats": [
          "The main RIU Party events are not held at this hotel.",
          "On-site intensity varies with season and event calendar."
        ],
        "confidence": "strong",
        "score": 6,
        "coverage": 1,
        "label": "A base for nights out",
        "checked": "2026-09-22"
      },
      "image": {
        "url": "https://thumb.wikimedia.org/wikipedia/commons/thumb/9/96/Boulevard_Kukulcan%2C_Zona_Hotelera%2C_Canc%C3%BAn%2C_Mexico_-_panoramio_%2839%29.jpg/960px-Boulevard_Kukulcan%2C_Zona_Hotelera%2C_Canc%C3%BAn%2C_Mexico_-_panoramio_%2839%29.jpg",
        "source": "https://commons.wikimedia.org/wiki/File:Boulevard_Kukulcan,_Zona_Hotelera,_Canc%C3%BAn,_Mexico_-_panoramio_(39).jpg",
        "credit": "MARELBU / Wikimedia Commons / CC BY 3.0 · cropped",
        "alt": "Hotel Riu Cancun exterior in June 2016",
        "usage": "Documented Creative Commons license; attribution and source retained. Display crop.",
        "luxuryHotel": true,
        "classificationSource": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun",
        "license": "CC BY 3.0",
        "licenseUrl": "https://creativecommons.org/licenses/by/3.0/",
        "imageDate": "2016-06-03",
        "caption": "Hotel exterior · 2016"
      },
      "luxury": true,
      "starClass": {
        "value": 5,
        "source": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-cancun",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [
          {
            "topic": "air_conditioning",
            "label": "Air conditioning",
            "status": "mixed",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "dbbd0f441336aa3c473f12774c945bc2646ee300b841f1fffc8b6386c7b0516e",
                "propertyId": "riu-cancun",
                "topic": "air_conditioning",
                "sentiment": "mixed",
                "summary": "Recent room-condition feedback includes cooling or maintenance complaints, but the issue is not universal across reviews.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d286104-Reviews-Hotel_Riu_Cancun-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Bounded visible-review pattern; likely room-specific and maintenance-date-sensitive.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Recent room-condition feedback includes cooling or maintenance complaints, but the issue is not universal across reviews."
          },
          {
            "topic": "room_noise",
            "label": "Room noise",
            "status": "red",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "54441a19220b5a6a84c89a4ae36d66fd40827040fc3e58b4fc0d94f6238a5d41",
                "propertyId": "riu-cancun",
                "topic": "room_noise",
                "sentiment": "negative",
                "summary": "Several visible reviews describe late-night hallway or neighboring-room noise interrupting sleep.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d286104-Reviews-Hotel_Riu_Cancun-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring in a bounded recent-review sample; exposure varies by room and guest behavior.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Several visible reviews describe late-night hallway or neighboring-room noise interrupting sleep."
          },
          {
            "topic": "service",
            "label": "Service",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "34b249da7766adb79d7b660bab8ee0d970aa74f38a6435320be397c0d331bcd2",
                "propertyId": "riu-cancun",
                "topic": "service",
                "sentiment": "positive",
                "summary": "Helpful and friendly staff recur as a practical strength in recent guest feedback.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d286104-Reviews-Hotel_Riu_Cancun-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring theme in a bounded sample; individual departments and shifts may differ.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Helpful and friendly staff recur as a practical strength in recent guest feedback."
          }
        ],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": {
          "propertyId": "riu-cancun",
          "checkedTopics": [
            "room_noise",
            "air_conditioning",
            "service"
          ],
          "unverifiedTopics": [
            "shower_pressure",
            "hot_water",
            "wifi",
            "fees",
            "deposit_refunds",
            "included_drinks",
            "queues",
            "damp_mold"
          ],
          "notes": "Noise and cooling concerns recur in a bounded sample; no property-wide failure rate is implied."
        }
      }
    },
    {
      "id": "riu-las-americas",
      "name": "Riu Palace Las Americas",
      "kind": "hotel",
      "area": "punta",
      "category": "Party access + transfers",
      "tags": [
        "sister",
        "adult"
      ],
      "badges": [
        "Transfers included",
        "Adults-only hotel"
      ],
      "summary": "Join the party at Caribe while staying at a separate adults-only resort.",
      "highlight": "Caribe party access and transfers are advertised.",
      "caveat": "Check return departures and event drink inclusions.",
      "activity": "Evening entertainment at your stay; RIU Party takes place at Caribe.",
      "age": "Adults-only hotel; verify check-in minimum",
      "checked": "September 22, 2026",
      "official": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-las-americas",
      "sources": [
        {
          "url": "https://www.riu.com/en/riu-party",
          "label": "Hotel information"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-las-americas",
          "label": "Inclusions source 2"
        },
        {
          "url": "https://www.riu.com/en/riu-party/vip-area/",
          "label": "Inclusions source 3"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
          "label": "Inclusions source 4"
        },
        {
          "label": "Hotel Riu Palace Las Americas official rooms page",
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-las-americas/rooms"
        },
        {
          "url": "https://www.booking.com/hotel/mx/riu-palace-las-americas-all-inclusive-adults-only.en-gb.html",
          "label": "Published 5-star property class"
        }
      ],
      "inclusions": {
        "Party location": "Off-site RIU Party at Caribe",
        "Entry": "Eligible resident guests; future event operation not guaranteed",
        "Drinks": "Not confirmed",
        "Transport": "Transfers to Caribe advertised; exact timetable unknown",
        "Age": "Adults-only hotel; verify check-in minimum",
        "Rooms": "Hotel rooms; live rates and room availability not checked"
      },
      "nearby": [
        "coco-bongo-cancun",
        "mandala-cancun",
        "mandala-beach-cancun"
      ],
      "coordinates": {
        "id": "riu-palace-las-americas",
        "name": "Hotel Riu Palace Las Americas",
        "lat": 21.13888,
        "lng": -86.75029,
        "source": "https://mapcarta.com/25345246",
        "osmType": "way",
        "osmId": 200451683,
        "precisionDecimalPlaces": 5,
        "locationType": "representative hotel building pin"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Standard all-inclusive",
          "includes": "Published all-inclusive hotel plan. See the separate party, drink and transport conditions below.",
          "extras": "VIP party tables are a separate paid purchase. Confirm event drinks, exclusions and transport for your hotel."
        }
      ],
      "researchTier": "detailed",
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-las-americas"
        ],
        "beachfront": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-las-americas"
        ],
        "air_conditioning": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-las-americas/rooms"
        ],
        "wifi": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-las-americas"
        ],
        "onsite_bar": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-las-americas"
        ]
      },
      "mealPlan": "all_inclusive",
      "adultsOnly": true,
      "roomTypes": [
        "private"
      ],
      "rating": {
        "score": 9,
        "raw": 9,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-palace-las-americas-all-inclusive-adults-only.html",
            "label": "Booking.com",
            "score": 8.6,
            "scale": 10,
            "count": 768,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.6
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d303140-Reviews-Riu_Palace_Las_Americas_All_Inclusive_Adults_Only-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.5,
            "scale": 5,
            "count": 5562,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 9
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/es/Cancun-Hoteles-Riu-Palace-Las-Americas-All-Inclusive-Adults-Only.h1087294.Informacion-Hotel",
            "score": 9.2,
            "scale": 10,
            "count": 5726,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public Spanish-language property page; source snapshot was crawled two days before the check date.",
            "normalized": 9.2
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/ChcIrLj67aaZp6htGgsvZy8xdmdfZHh2OBAB",
            "score": 4.6,
            "scale": 5,
            "count": 6814,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.6/5 from 6,814 Google reviews in a snapshot crawled within the prior week. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 9.2
          }
        ],
        "spread": 0.6,
        "allSources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-palace-las-americas-all-inclusive-adults-only.html",
            "label": "Booking.com",
            "score": 8.6,
            "scale": 10,
            "count": 768,
            "date": "2026-09-22"
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d303140-Reviews-Riu_Palace_Las_Americas_All_Inclusive_Adults_Only-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.5,
            "scale": 5,
            "count": 5562,
            "date": "2026-09-22"
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/es/Cancun-Hoteles-Riu-Palace-Las-Americas-All-Inclusive-Adults-Only.h1087294.Informacion-Hotel",
            "score": 9.2,
            "scale": 10,
            "count": 5726,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public Spanish-language property page; source snapshot was crawled two days before the check date."
          },
          {
            "label": "Google",
            "sourceFamily": "Google",
            "url": "https://www.google.com/travel/hotels/entity/ChcIrLj67aaZp6htGgsvZy8xdmdfZHh2OBAB",
            "score": 4.6,
            "scale": 5,
            "count": 6814,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.6/5 from 6,814 Google reviews in a snapshot crawled within the prior week. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true
          }
        ],
        "unavailable": [
          {
            "label": "Facebook",
            "url": null,
            "reason": "No exact-property Facebook page with a publicly exposed recommendation percentage and count was returned in the bounded public search; no login or private-group access was attempted."
          }
        ],
        "additionalSignals": [],
        "pros": [
          "Warm, attentive service",
          "Very clean property",
          "Broad, well-liked food and drink selection",
          "Strong beachfront location"
        ],
        "cons": [],
        "sentimentBasis": "High confidence for positives: the same staff, cleanliness, food and location themes recur in multiple visible recent Tripadvisor excerpts and align with Booking.com category scores (staff 9.3, cleanliness 9.1, location 9.3). Visible negatives were isolated rather than recurring, so none are summarized.",
        "coverage": "Complete for two current published aggregate ratings. Sentiment coverage is partial; an empty cons array reflects insufficient repeated evidence in the bounded sample.",
        "method": "Equal mean of distinct publisher-family ratings converted to /10. Guest quality, separate from party fit.",
        "area": {
          "rank": 4,
          "total": 29,
          "tied": false,
          "index": 8.5,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 9,
          "sourceCount": 4,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "party": {
        "id": "riu-las-americas",
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": 2,
            "note": "The hotel has an activity pool and general entertainment, but RIU Party is at Caribe. Guests describe lively afternoons and limited evening entertainment on-site.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-las-americas",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d303140-Reviews-Riu_Palace_Las_Americas_All_Inclusive_Adults_Only-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": 3,
            "note": "A visible 2026 review describes recurring groups, a lively activity pool and friendly mingling, while quieter pools remain available.",
            "sources": [
              "https://www.tripadvisor.com/Hotel_Review-g150807-d303140-Reviews-Riu_Palace_Las_Americas_All_Inclusive_Adults_Only-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": 4,
            "note": "The property is near Punta Cancun nightlife and advertises transfers to RIU Party at Caribe.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-las-americas",
              "https://www.riu.com/en/riu-party"
            ]
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": 3,
            "note": "Eligible guests have sister-party access with transfers advertised; exact return schedules and event drink terms require confirmation.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-las-americas",
              "https://www.riu.com/en/riu-party"
            ]
          }
        ],
        "crowd": {
          "description": "Adults-only resort that can attract lively groups while retaining quieter pool areas.",
          "ageEvidence": "One August 2026 review described guests during that stay as mainly about 20–40; this is one observation, not a demographic estimate.",
          "source": "https://www.tripadvisor.com/Hotel_Review-g150807-d303140-Reviews-Riu_Palace_Las_Americas_All_Inclusive_Adults_Only-Cancun_Yucatan_Peninsula.html"
        },
        "caveats": [
          "The observed age mix is date-specific.",
          "The themed parties require travel to a sister property."
        ],
        "confidence": "moderate",
        "score": 6.3,
        "coverage": 1,
        "label": "A base for nights out",
        "checked": "2026-09-22"
      },
      "image": {
        "url": "https://thumb.wikimedia.org/wikipedia/commons/thumb/3/32/Boulevard_Kukulcan%2C_Zona_Hotelera%2C_Canc%C3%BAn%2C_Mexico_-_panoramio_%2845%29.jpg/960px-Boulevard_Kukulcan%2C_Zona_Hotelera%2C_Canc%C3%BAn%2C_Mexico_-_panoramio_%2845%29.jpg",
        "source": "https://commons.wikimedia.org/wiki/File:Boulevard_Kukulcan,_Zona_Hotelera,_Canc%C3%BAn,_Mexico_-_panoramio_(45).jpg",
        "credit": "MARELBU / Wikimedia Commons / CC BY 3.0 · cropped",
        "alt": "Hotel Riu Palace Las Americas entrance and facade in June 2016",
        "usage": "Documented Creative Commons license; attribution and source retained. Display crop.",
        "license": "CC BY 3.0",
        "licenseUrl": "https://creativecommons.org/licenses/by/3.0/",
        "imageDate": "2016-06-03",
        "caption": "Hotel exterior · 2016"
      },
      "luxury": false,
      "starClass": {
        "value": 5,
        "source": "https://www.booking.com/hotel/mx/riu-palace-las-americas-all-inclusive-adults-only.en-gb.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [
          {
            "topic": "cleanliness",
            "label": "Cleanliness",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "fef0aab787fc231e07e78430727e7881485fd4dae203bdf7a13a8583c790db26",
                "propertyId": "riu-las-americas",
                "topic": "cleanliness",
                "sentiment": "positive",
                "summary": "Multiple recent guests describe the hotel and rooms as exceptionally clean.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d303140-Reviews-Riu_Palace_Las_Americas_All_Inclusive_Adults_Only-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring in visible 2026 excerpts; not a room-by-room inspection.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Multiple recent guests describe the hotel and rooms as exceptionally clean."
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold",
            "status": "red",
            "basis": "Single guest report",
            "stale": false,
            "evidence": [
              {
                "id": "dbbe32f0378e2cc760efc1afdfc632c5bc735e9f02a79ea638f4cf22f559009b",
                "propertyId": "riu-las-americas",
                "topic": "damp_mold",
                "sentiment": "negative",
                "summary": "One August 2026 guest noticed a damp odor in hotel corridors and said running the room cooling continuously helped with moisture.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d303140-Reviews-Riu_Palace_Las_Americas_All_Inclusive_Adults_Only-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "individual_review",
                "independentReviewCount": 1,
                "confidence": "limited",
                "scope": "Single date-specific odor and moisture report; no visible evidence established mold or a property-wide condition.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "One August 2026 guest noticed a damp odor in hotel corridors and said running the room cooling continuously helped with moisture."
          },
          {
            "topic": "service",
            "label": "Service",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "7d3fcf501963d0703cdee8bcecc091650719dfcde142a8e54469851ae1279004",
                "propertyId": "riu-las-americas",
                "topic": "service",
                "sentiment": "positive",
                "summary": "Attentive restaurant, bar, housekeeping and front-desk service is repeated across recent reviews.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d303140-Reviews-Riu_Palace_Las_Americas_All_Inclusive_Adults_Only-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring theme in a bounded review sample; response times can vary by request.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Attentive restaurant, bar, housekeeping and front-desk service is repeated across recent reviews."
          }
        ],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": {
          "propertyId": "riu-las-americas",
          "checkedTopics": [
            "cleanliness",
            "service",
            "damp_mold"
          ],
          "unverifiedTopics": [
            "shower_pressure",
            "hot_water",
            "wifi",
            "fees",
            "deposit_refunds",
            "queues"
          ],
          "notes": "The damp observation is isolated and describes odor or moisture, not verified mold."
        }
      }
    },
    {
      "id": "riu-ventura",
      "name": "Riu Ventura",
      "kind": "hotel",
      "area": "south",
      "category": "Party access + transfers",
      "tags": [
        "sister"
      ],
      "badges": [
        "Transfers included",
        "Family hotel"
      ],
      "summary": "A southern Hotel Zone resort whose own FAQ advertises access to RIU parties elsewhere.",
      "highlight": "Free adult party access and transfers advertised.",
      "caveat": "The property and central eligibility list differ; reconfirm access.",
      "activity": "Resort facilities at your stay; themed parties at Caribe and Dunamar require travel.",
      "age": "Family hotel; RIU parties 18+",
      "checked": "September 22, 2026",
      "official": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
      "sources": [
        {
          "url": "https://www.riu.com/en/riu-party",
          "label": "Hotel information"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
          "label": "Inclusions source 2"
        },
        {
          "url": "https://www.riu.com/en/riu-party/vip-area/",
          "label": "Inclusions source 3"
        },
        {
          "label": "Hotel Riu Ventura official rooms page",
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura/rooms"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
          "label": "Hotel five-star classification"
        }
      ],
      "inclusions": {
        "Party location": "Off-site RIU Party at Caribe and Dunamar",
        "Entry": "Property FAQ explicitly grants free adult access; central eligibility list omits Ventura. Do not interpret omission as exclusion.",
        "Drinks": "Not confirmed",
        "Transport": "Transfers advertised; exact timetable unknown",
        "Age": "Family hotel; RIU parties 18+",
        "Rooms": "Hotel rooms; live rates and room availability not checked"
      },
      "nearby": [
        "coco-bongo-cancun",
        "mandala-cancun",
        "mandala-beach-cancun"
      ],
      "coordinates": {
        "id": "riu-ventura",
        "lat": 21.0582534,
        "lng": -86.780682,
        "source": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
        "precision": "Operator structured-data property coordinate; entrance not verified",
        "checked": "2026-09-22"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Standard all-inclusive",
          "includes": "Published all-inclusive hotel plan. See the separate party, drink and transport conditions below.",
          "extras": "VIP party tables are a separate paid purchase. Confirm event drinks, exclusions and transport for your hotel."
        }
      ],
      "researchTier": "detailed",
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura"
        ],
        "beachfront": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura"
        ],
        "air_conditioning": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura/rooms"
        ],
        "wifi": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura"
        ],
        "onsite_bar": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura"
        ]
      },
      "mealPlan": "all_inclusive",
      "adultsOnly": false,
      "roomTypes": [
        "private"
      ],
      "rating": {
        "score": 8.6,
        "raw": 8.625,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-ventura-all-inclusive.html",
            "label": "Booking.com",
            "score": 8.7,
            "scale": 10,
            "count": 550,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.7
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d33043839-Reviews-Hotel_Riu_Ventura-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.3,
            "scale": 5,
            "count": 604,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 8.6
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Ventura-All-Inclusive.h115987813.Hotel-Information",
            "score": 8.8,
            "scale": 10,
            "count": 1095,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible in a public property-page result crawled four days before the check date. The canonical page also exposed an older cached count, so the fresher observed count is recorded.",
            "normalized": 8.8
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/ChkIpMTmidOBrdl5Gg0vZy8xMXdfZGdxZHNwEAE",
            "score": 4.2,
            "scale": 5,
            "count": 639,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.2/5 from 639 Google reviews in a snapshot crawled on the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 8.4
          }
        ],
        "spread": 0.4,
        "allSources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-ventura-all-inclusive.html",
            "label": "Booking.com",
            "score": 8.7,
            "scale": 10,
            "count": 550,
            "date": "2026-09-22"
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d33043839-Reviews-Hotel_Riu_Ventura-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.3,
            "scale": 5,
            "count": 604,
            "date": "2026-09-22"
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Ventura-All-Inclusive.h115987813.Hotel-Information",
            "score": 8.8,
            "scale": 10,
            "count": 1095,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible in a public property-page result crawled four days before the check date. The canonical page also exposed an older cached count, so the fresher observed count is recorded."
          },
          {
            "label": "Google",
            "sourceFamily": "Google",
            "url": "https://www.google.com/travel/hotels/entity/ChkIpMTmidOBrdl5Gg0vZy8xMXdfZGdxZHNwEAE",
            "score": 4.2,
            "scale": 5,
            "count": 639,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.2/5 from 639 Google reviews in a snapshot crawled on the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true
          }
        ],
        "unavailable": [
          {
            "label": "Facebook",
            "url": null,
            "reason": "No exact-property Facebook page with a publicly exposed recommendation percentage and count was returned in the bounded public search; no login or private-group access was attempted."
          }
        ],
        "additionalSignals": [],
        "pros": [
          "Friendly service and strong housekeeping",
          "Modern, spacious rooms, often with ocean views",
          "Beachfront setting and broad pool/amenity selection"
        ],
        "cons": [
          "Traffic, party and room-to-room noise can disturb sleep",
          "Food quality and variety are inconsistent",
          "Some guests report air-conditioning issues"
        ],
        "sentimentBasis": "Moderate-to-high confidence: Tripadvisor's labeled AI review summary identifies friendly service, cleanliness, modern/spacious rooms, beachfront location, noise, food-quality concerns and AC issues as themes based on recent reviews. Multiple visible guest excerpts on the same page reinforce service/cleanliness positives and the noise, food and AC concerns. Booking.com category scores support the cleanliness/room-quality direction. The Tripadvisor summary is identified as AI-generated by Tripadvisor, so it is treated as a source summary rather than a measured sentiment statistic.",
        "coverage": "Complete for two current published aggregate ratings. Qualitative coverage combines Tripadvisor's labeled recent-review summary with a bounded visible excerpt sample; the hotel opened in December 2025, so its review history is shorter than the other properties.",
        "method": "Equal mean of distinct publisher-family ratings converted to /10. Guest quality, separate from party fit.",
        "area": {
          "rank": 11,
          "total": 29,
          "tied": false,
          "index": 7.8,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.625,
          "sourceCount": 4,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "party": {
        "id": "riu-ventura",
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": 1,
            "note": "The family resort has general entertainment but no confirmed dedicated on-site nightclub or branded party venue; themed parties require travel.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
              "https://www.riu.com/en/riu-party"
            ]
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Hotel material confirms family entertainment and adult party access, but visible reviews do not establish a recurring mingling or party-crowd pattern at the hotel; the social atmosphere is therefore unknown.",
            "sources": [
              "https://www.tripadvisor.com/Hotel_Review-g150807-d33043839-Reviews-Hotel_Riu_Ventura-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": 1,
            "note": "This southern Hotel Zone property is away from Punta Cancun nightlife, and RIU parties are also off-site.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura"
            ]
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": 2,
            "note": "The property FAQ advertises free adult party access and transfers, but the central RIU eligibility list reviewed for the pilot omitted Ventura, so reconfirmation is needed.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
              "https://www.riu.com/en/riu-party"
            ]
          }
        ],
        "crowd": {
          "description": "Family resort with adult access to off-site parties; on-property social behavior is unknown.",
          "ageEvidence": "The hotel is family-friendly and RIU parties are 18+.",
          "source": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura"
        },
        "caveats": [
          "Reconfirm party eligibility and transfers because hotel pages were inconsistent.",
          "Party-specific review history is short."
        ],
        "confidence": "limited",
        "score": 2.8,
        "coverage": 0.7999999999999999,
        "label": "Provisional party fit",
        "checked": "2026-09-22"
      },
      "image": null,
      "luxury": true,
      "starClass": {
        "value": 5,
        "source": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [
          {
            "topic": "air_conditioning",
            "label": "Air conditioning",
            "status": "red",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "999e088405fee18cda6cd883b429224a4be772fc032dceb43f9fca416581146a",
                "propertyId": "riu-ventura",
                "topic": "air_conditioning",
                "sentiment": "negative",
                "summary": "The platform's recent-review summary identifies air-conditioning problems among reported room issues.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d33043839-Reviews-Hotel_Riu_Ventura-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": null,
                "confidence": "moderate",
                "scope": "Platform summary with no exposed unique-review count; likely room-specific and maintenance-date-sensitive.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "The platform's recent-review summary identifies air-conditioning problems among reported room issues."
          },
          {
            "topic": "room_noise",
            "label": "Room noise",
            "status": "red",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "5f6fd27dc3ca8977d302ffa004cf2b7ba55784ecb97cf2693c6d05caf7509f18",
                "propertyId": "riu-ventura",
                "topic": "room_noise",
                "sentiment": "negative",
                "summary": "Traffic, party and room-to-room sound are a recurring concern, including one report of voices carrying from the room above.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d33043839-Reviews-Hotel_Riu_Ventura-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": null,
                "confidence": "moderate",
                "scope": "Platform-labeled recent-review theme with visible corroboration; exposure depends on room position and neighboring guests.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Traffic, party and room-to-room sound are a recurring concern, including one report of voices carrying from the room above."
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "5459ade88f24393b8d6f3a4004b629d06ceb83eadd96369714320361a8a23aff",
                "propertyId": "riu-ventura",
                "topic": "cleanliness",
                "sentiment": "positive",
                "summary": "Tripadvisor's recent-review summary and visible excerpts consistently characterize rooms and facilities as clean.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d33043839-Reviews-Hotel_Riu_Ventura-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": null,
                "confidence": "moderate",
                "scope": "Platform-labeled summary corroborated by visible excerpts; the summary does not expose a unique review count.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Tripadvisor's recent-review summary and visible excerpts consistently characterize rooms and facilities as clean."
          },
          {
            "topic": "service",
            "label": "Service",
            "status": "mixed",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "503b711496c7581704637d223a31f212856e9bca8b5b91b054a807532def6651",
                "propertyId": "riu-ventura",
                "topic": "service",
                "sentiment": "mixed",
                "summary": "Bar, restaurant and housekeeping staff often receive praise, while some guests report weaker reception or restaurant-host interactions.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d33043839-Reviews-Hotel_Riu_Ventura-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Different departments and stays produced different experiences in the bounded visible sample.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Bar, restaurant and housekeeping staff often receive praise, while some guests report weaker reception or restaurant-host interactions."
          }
        ],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": {
          "propertyId": "riu-ventura",
          "checkedTopics": [
            "cleanliness",
            "room_noise",
            "air_conditioning",
            "service"
          ],
          "unverifiedTopics": [
            "shower_pressure",
            "hot_water",
            "wifi",
            "fees",
            "deposit_refunds",
            "included_drinks"
          ],
          "notes": "Short post-opening review history; several observations depend on Tripadvisor's labeled recent-review summary."
        }
      }
    },
    {
      "id": "riu-peninsula",
      "name": "Riu Palace Peninsula",
      "kind": "hotel",
      "area": "north",
      "category": "Party at sister property",
      "tags": [
        "sister"
      ],
      "badges": [
        "Caribe access",
        "Family hotel"
      ],
      "summary": "A family resort with adult areas and published access to the parties at Caribe.",
      "highlight": "Caribe is the named party venue.",
      "caveat": "Transport and party drink terms are not confirmed.",
      "activity": "Resort entertainment at your stay; the RIU Party venue is Caribe.",
      "age": "Family hotel with adult areas; parties 18+",
      "checked": "September 22, 2026",
      "official": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula",
      "sources": [
        {
          "url": "https://www.riu.com/en/riu-party",
          "label": "Hotel information"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula",
          "label": "Inclusions source 2"
        },
        {
          "url": "https://www.riu.com/en/riu-party/vip-area/",
          "label": "Inclusions source 3"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
          "label": "Inclusions source 4"
        },
        {
          "label": "Hotel Riu Palace Peninsula official rooms page",
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula/rooms"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula",
          "label": "Hotel five-star classification"
        }
      ],
      "inclusions": {
        "Party location": "Off-site RIU Party at Caribe",
        "Entry": "Eligible resident guests; future event operation not guaranteed",
        "Drinks": "Not confirmed",
        "Transport": "Not confirmed",
        "Age": "Family hotel with adult areas; parties 18+",
        "Rooms": "Hotel rooms; live rates and room availability not checked"
      },
      "nearby": [
        "coco-bongo-cancun",
        "mandala-cancun",
        "mandala-beach-cancun"
      ],
      "coordinates": {
        "id": "riu-palace-peninsula",
        "name": "Hotel Riu Palace Peninsula",
        "lat": 21.14124,
        "lng": -86.77237,
        "source": "https://mapcarta.com/32913046",
        "osmType": "way",
        "osmId": 1413142192,
        "precisionDecimalPlaces": 5,
        "locationType": "representative hotel building pin"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Standard all-inclusive",
          "includes": "Published all-inclusive hotel plan. See the separate party, drink and transport conditions below.",
          "extras": "VIP party tables are a separate paid purchase. Confirm event drinks, exclusions and transport for your hotel."
        },
        {
          "id": "elite",
          "name": "Elite Club · all-inclusive",
          "includes": "An upgraded room/service tier advertised by the hotel; confirm its exact benefits with your rate.",
          "extras": "Elite Club is not the same as a nightclub or a RIU Party VIP table. VIP party tables are separately priced."
        }
      ],
      "researchTier": "detailed",
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula"
        ],
        "beachfront": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula"
        ],
        "air_conditioning": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula/rooms"
        ],
        "wifi": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula"
        ],
        "onsite_bar": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula"
        ]
      },
      "mealPlan": "all_inclusive",
      "adultsOnly": false,
      "roomTypes": [
        "private"
      ],
      "rating": {
        "score": 8.7,
        "raw": 8.725,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-palace-peninsula-all-inclusive.html",
            "label": "Booking.com",
            "score": 8.3,
            "scale": 10,
            "count": 995,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.3
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d2464153-Reviews-Hotel_Riu_Palace_Peninsula-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.4,
            "scale": 5,
            "count": 9382,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 8.8
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Palace-Peninsula-All-Inclusive.h4862726.Hotel-Information?equalTargetTab=tab-5",
            "score": 8.8,
            "scale": 10,
            "count": 4709,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public reviews tab crawled on the check date.",
            "normalized": 8.8
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/ChkI-qzGouz9wdVRGg0vZy8xMWJ0d2tiNmJ3EAE",
            "score": 4.5,
            "scale": 5,
            "count": 11315,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.5/5 from 11,315 Google reviews in a snapshot crawled one day before the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 9
          }
        ],
        "spread": 0.7,
        "allSources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-palace-peninsula-all-inclusive.html",
            "label": "Booking.com",
            "score": 8.3,
            "scale": 10,
            "count": 995,
            "date": "2026-09-22"
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d2464153-Reviews-Hotel_Riu_Palace_Peninsula-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.4,
            "scale": 5,
            "count": 9382,
            "date": "2026-09-22"
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Palace-Peninsula-All-Inclusive.h4862726.Hotel-Information?equalTargetTab=tab-5",
            "score": 8.8,
            "scale": 10,
            "count": 4709,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public reviews tab crawled on the check date."
          },
          {
            "label": "Google",
            "sourceFamily": "Google",
            "url": "https://www.google.com/travel/hotels/entity/ChkI-qzGouz9wdVRGg0vZy8xMWJ0d2tiNmJ3EAE",
            "score": 4.5,
            "scale": 5,
            "count": 11315,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.5/5 from 11,315 Google reviews in a snapshot crawled one day before the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true
          }
        ],
        "unavailable": [
          {
            "label": "Facebook",
            "url": null,
            "reason": "No exact-property Facebook page with a publicly exposed recommendation percentage and count was returned in the bounded public search; no login or private-group access was attempted."
          }
        ],
        "additionalSignals": [],
        "pros": [
          "Friendly, attentive staff",
          "Clean, recently renovated rooms and facilities",
          "Well-liked food variety and beachfront setting"
        ],
        "cons": [
          "Some recent guests report check-in or service follow-through problems",
          "Elevator and other post-renovation operational glitches appear in recent reviews"
        ],
        "sentimentBasis": "Moderate confidence: staff, cleanliness, refreshed rooms and food recur across multiple visible recent Tripadvisor excerpts and align with Booking.com category scores. Several visible recent Tripadvisor excerpts mention service follow-through, elevators or other operational snags after renovation; these concerns are summarized narrowly because they may be transitional.",
        "coverage": "Complete for two current published aggregate ratings. Qualitative coverage is partial and should be refreshed after the renovated property has operated longer, because some visible complaints appear tied to the reopening period.",
        "method": "Equal mean of distinct publisher-family ratings converted to /10. Guest quality, separate from party fit.",
        "area": {
          "rank": 10,
          "total": 29,
          "tied": false,
          "index": 7.9,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.725,
          "sourceCount": 4,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "party": {
        "id": "riu-peninsula",
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": 1,
            "note": "The family hotel has general entertainment and resort bars, but no confirmed on-site nightclub, rooftop party venue or recurring party-pool series.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d2464153-Reviews-Hotel_Riu_Palace_Peninsula-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Current visible reviews do not establish a recurring party-crowd or mingling pattern, so the social atmosphere is unknown.",
            "sources": [
              "https://www.tripadvisor.com/Hotel_Review-g150807-d2464153-Reviews-Hotel_Riu_Palace_Peninsula-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": 2,
            "note": "The northern Hotel Zone location is closer to central nightlife than southern resorts, and eligible guests can attend RIU Party at Caribe, but the main scene is off-site.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula",
              "https://www.riu.com/en/riu-party"
            ]
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": 1,
            "note": "Eligible guests have sister-party access, but transport and event drink terms were not confirmed.",
            "sources": [
              "https://www.riu.com/en/riu-party",
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula"
            ]
          }
        ],
        "crowd": {
          "description": "Family resort with adult areas and off-site 18+ party access; no verified young-crowd pattern.",
          "ageEvidence": "The property serves families, while RIU Party is 18+.",
          "source": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula"
        },
        "caveats": [
          "Generic pools and bars were not treated as party-specific evidence.",
          "Visible reviews did not establish a recurring party theme."
        ],
        "confidence": "limited",
        "score": 2.8,
        "coverage": 0.7999999999999999,
        "label": "Provisional party fit",
        "checked": "2026-09-22"
      },
      "image": {
        "url": "https://upload.wikimedia.org/wikipedia/commons/3/36/Entrada_al_Riu_Palace._-_panoramio.jpg",
        "source": "https://commons.wikimedia.org/wiki/File:Entrada_al_Riu_Palace._-_panoramio.jpg",
        "credit": "holachetumal / Wikimedia Commons / CC BY 3.0 · cropped",
        "alt": "Hotel Riu Palace Peninsula entrance in January 2013",
        "usage": "Documented Creative Commons license; attribution and source retained. Display crop.",
        "luxuryHotel": true,
        "classificationSource": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula",
        "license": "CC BY 3.0",
        "licenseUrl": "https://creativecommons.org/licenses/by/3.0/",
        "imageDate": "2013-01-10",
        "caption": "Hotel exterior · 2013"
      },
      "luxury": true,
      "starClass": {
        "value": 5,
        "source": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-peninsula",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [
          {
            "topic": "air_conditioning",
            "label": "Air conditioning",
            "status": "red",
            "basis": "Single guest report",
            "stale": false,
            "evidence": [
              {
                "id": "0ef4fdaceed620c6b7c10e6bc9762a5131263bed0302f2a30284675faaff8aa1",
                "propertyId": "riu-peninsula",
                "topic": "air_conditioning",
                "sentiment": "negative",
                "summary": "One recent guest reported that the room cooling struggled and the ceiling fan circulated little air.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d2464153-Reviews-or30-Hotel_Riu_Palace_Peninsula-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "individual_review",
                "independentReviewCount": 1,
                "confidence": "limited",
                "scope": "Single room-specific post-renovation report; no recurring property-wide cooling problem was established.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "One recent guest reported that the room cooling struggled and the ceiling fan circulated little air."
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "7805319ae51865426848bacfe6b0f9dd05ac5fc2da5f3a77c0554efc1cf5ffae",
                "propertyId": "riu-peninsula",
                "topic": "cleanliness",
                "sentiment": "positive",
                "summary": "Recent guests repeatedly describe the renovated rooms and facilities as clean and fresh.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d2464153-Reviews-Hotel_Riu_Palace_Peninsula-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Bounded post-renovation review sample; some areas were still undergoing work.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Recent guests repeatedly describe the renovated rooms and facilities as clean and fresh."
          },
          {
            "topic": "queues",
            "label": "Queues & waits",
            "status": "red",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "a672853f0d2ee076e5d1f712b93ae765e46fa2eb16dc912a1d948882b05a05c0",
                "propertyId": "riu-peninsula",
                "topic": "queues",
                "sentiment": "negative",
                "summary": "Recent guests reported elevator delays or reduced elevator availability during the reopening period.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d2464153-Reviews-Hotel_Riu_Palace_Peninsula-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Post-renovation operational issue that may be temporary; recheck after the property has operated longer.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Recent guests reported elevator delays or reduced elevator availability during the reopening period."
          },
          {
            "topic": "service",
            "label": "Service",
            "status": "mixed",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "223a32c6a41ed7e21c88c43e0a4bb87775a863086aa7f06dc8b998ec74fa7635",
                "propertyId": "riu-peninsula",
                "topic": "service",
                "sentiment": "mixed",
                "summary": "Most visible feedback praises staff, but several recent guests describe slow follow-through for room supplies or check-in needs.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d2464153-Reviews-Hotel_Riu_Palace_Peninsula-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Bounded post-renovation sample; speed and follow-through varied by request.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Most visible feedback praises staff, but several recent guests describe slow follow-through for room supplies or check-in needs."
          }
        ],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": {
          "propertyId": "riu-peninsula",
          "checkedTopics": [
            "cleanliness",
            "queues",
            "service",
            "air_conditioning"
          ],
          "unverifiedTopics": [
            "shower_pressure",
            "hot_water",
            "wifi",
            "fees",
            "deposit_refunds",
            "damp_mold"
          ],
          "notes": "Some issues may be transitional because the property was still completing renovation work."
        }
      }
    },
    {
      "id": "riu-kukulkan",
      "name": "Riu Palace Kukulkan",
      "kind": "hotel",
      "area": "south",
      "category": "Party at sister property",
      "tags": [
        "sister",
        "adult"
      ],
      "badges": [
        "Sister-hotel access",
        "Adults-only hotel"
      ],
      "summary": "An adults-only resort with party access at Caribe and Dunamar, away from the hotel.",
      "highlight": "Two party venues are described in its FAQ.",
      "caveat": "Do not assume transfers are included.",
      "activity": "Resort entertainment at your stay; themed RIU parties are at other properties.",
      "age": "Adults-only positioning; check-in minimum unconfirmed",
      "checked": "September 22, 2026",
      "official": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan",
      "sources": [
        {
          "url": "https://www.riu.com/en/riu-party",
          "label": "Hotel information"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan",
          "label": "Inclusions source 2"
        },
        {
          "url": "https://www.riu.com/en/riu-party/vip-area/",
          "label": "Inclusions source 3"
        },
        {
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura",
          "label": "Inclusions source 4"
        },
        {
          "label": "Hotel Riu Palace Kukulkan official rooms page",
          "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan/rooms"
        },
        {
          "url": "https://www.booking.com/hotel/mx/riu-palace-kukulkan-adults-only-all-inclusive.html",
          "label": "Published 5-star property class"
        }
      ],
      "inclusions": {
        "Party location": "Off-site RIU Party at Caribe and Dunamar",
        "Entry": "Eligible resident guests; future event operation not guaranteed",
        "Drinks": "Not confirmed",
        "Transport": "Not confirmed",
        "Age": "Adults-only positioning; check-in minimum unconfirmed",
        "Rooms": "Hotel rooms; live rates and room availability not checked"
      },
      "nearby": [
        "coco-bongo-cancun",
        "mandala-cancun",
        "mandala-beach-cancun"
      ],
      "coordinates": {
        "id": "riu-kukulkan",
        "lat": 21.10506543175891,
        "lng": -86.76446323780927,
        "source": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan",
        "precision": "Operator structured-data property coordinate; entrance not verified",
        "checked": "2026-09-22"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Standard all-inclusive",
          "includes": "Published all-inclusive hotel plan. See the separate party, drink and transport conditions below.",
          "extras": "VIP party tables are a separate paid purchase. Confirm event drinks, exclusions and transport for your hotel."
        },
        {
          "id": "elite",
          "name": "Elite Club · all-inclusive",
          "includes": "An upgraded room/service tier advertised by the hotel; confirm its exact benefits with your rate.",
          "extras": "Elite Club is not the same as a nightclub or a RIU Party VIP table. VIP party tables are separately priced."
        }
      ],
      "researchTier": "detailed",
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan"
        ],
        "beachfront": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan"
        ],
        "air_conditioning": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan/rooms"
        ],
        "wifi": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan"
        ],
        "onsite_bar": [
          "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan"
        ]
      },
      "mealPlan": "all_inclusive",
      "adultsOnly": true,
      "roomTypes": [
        "private"
      ],
      "rating": {
        "score": 9,
        "raw": 8.95,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-palace-kukulkan-adults-only-all-inclusive.en-gb.html",
            "label": "Booking.com",
            "score": 8.8,
            "scale": 10,
            "count": 661,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.8
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d24119687-Reviews-Hotel_Riu_Palace_Kukulkan-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.5,
            "scale": 5,
            "count": 1714,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 9
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Palace-Kukulkan-Adults-Only-All-Inclusive.h80279416.Hotel-Information",
            "score": 9.2,
            "scale": 10,
            "count": 5552,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled three days before the check date.",
            "normalized": 9.2
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/ChoI4NKl0p_syd6CARoNL2cvMTFzcTVrcTRkNBAB",
            "score": 4.4,
            "scale": 5,
            "count": 2050,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.4/5 from 2,050 Google reviews in a snapshot crawled one day before the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 8.8
          }
        ],
        "spread": 0.4,
        "allSources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-palace-kukulkan-adults-only-all-inclusive.en-gb.html",
            "label": "Booking.com",
            "score": 8.8,
            "scale": 10,
            "count": 661,
            "date": "2026-09-22"
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d24119687-Reviews-Hotel_Riu_Palace_Kukulkan-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.5,
            "scale": 5,
            "count": 1714,
            "date": "2026-09-22"
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Palace-Kukulkan-Adults-Only-All-Inclusive.h80279416.Hotel-Information",
            "score": 9.2,
            "scale": 10,
            "count": 5552,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled three days before the check date."
          },
          {
            "label": "Google",
            "sourceFamily": "Google",
            "url": "https://www.google.com/travel/hotels/entity/ChoI4NKl0p_syd6CARoNL2cvMTFzcTVrcTRkNBAB",
            "score": 4.4,
            "scale": 5,
            "count": 2050,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.4/5 from 2,050 Google reviews in a snapshot crawled one day before the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true
          }
        ],
        "unavailable": [
          {
            "label": "Facebook",
            "url": null,
            "reason": "No exact-property Facebook page with a publicly exposed recommendation percentage and count was returned in the bounded public search; no login or private-group access was attempted."
          }
        ],
        "additionalSignals": [],
        "pros": [
          "Guests consistently highlight the convenient beachfront location and ocean views.",
          "Rooms and common areas are widely described as modern, spacious and very clean.",
          "Friendly service, pools and broad food choices are recurring positives."
        ],
        "cons": [
          "Front-desk and restaurant service can be inconsistent.",
          "Some rooms and public areas receive noise complaints.",
          "A portion of reviewers question the price and upgrade value."
        ],
        "sentimentBasis": {
          "sources": [
            "Tripadvisor",
            "Booking.com"
          ],
          "sample": "Tripadvisor's labeled review summary supplied the recurring positive and negative themes; current visible guest excerpts and Booking.com's category scores were used to verify direction and avoid relying on the property's description.",
          "confidence": "high"
        },
        "coverage": {
          "ratingSources": 2,
          "targetRatingSources": 2,
          "notes": "Both sources displayed an overall guest score and count. Booking.com language variants differed by one review, so the English page's 661-review figure is used."
        },
        "method": "Equal mean of distinct publisher-family ratings converted to /10. Guest quality, separate from party fit.",
        "area": {
          "rank": 5,
          "total": 29,
          "tied": false,
          "index": 8.3,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.95,
          "sourceCount": 4,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "party": {
        "id": "riu-kukulkan",
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": 1,
            "note": "The adults-only resort has general entertainment but no confirmed dedicated on-site nightclub or recurring party venue. Guests describe it as calmer and ask for more late-night DJ or karaoke activity.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d24119687-Reviews-Hotel_Riu_Palace_Kukulkan-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": 1,
            "note": "Adults-only positioning provides adult shared space, but visible reviews frame the property more as a relaxation base than a mingling-focused party hotel.",
            "sources": [
              "https://www.tripadvisor.com/Hotel_Review-g150807-d24119687-Reviews-Hotel_Riu_Palace_Kukulkan-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": 2,
            "note": "The kilometer-12 Hotel Zone location offers external nightlife access by transport, and guests are directed to RIU Party at Caribe or Dunamar.",
            "sources": [
              "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan",
              "https://www.riu.com/en/riu-party"
            ]
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": 1,
            "note": "Sister-party admission is available, but events are off-site and transfer inclusion was not confirmed.",
            "sources": [
              "https://www.riu.com/en/riu-party",
              "https://www.tripadvisor.com/Hotel_Feature-g150807-d24119687-zft1-Hotel_Riu_Palace_Kukulkan.html"
            ]
          }
        ],
        "crowd": {
          "description": "Adults-only, relaxation-oriented resort with off-site party options; a current young-crowd pattern was not established.",
          "ageEvidence": "Adults-only is hotel-confirmed, but the numeric minimum and age distribution were not verified.",
          "source": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-palace-kukulkan"
        },
        "caveats": [
          "Adults-only status is not evidence of a young or highly social crowd.",
          "Party-specific review evidence is sparse."
        ],
        "confidence": "moderate",
        "score": 2.8,
        "coverage": 1,
        "label": "A quieter base",
        "checked": "2026-09-22"
      },
      "image": null,
      "luxury": false,
      "starClass": {
        "value": 5,
        "source": "https://www.booking.com/hotel/mx/riu-palace-kukulkan-adults-only-all-inclusive.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [
          {
            "topic": "room_noise",
            "label": "Room noise",
            "status": "red",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "ff93642122324ed95bdcfb1a787366498939feeb0857e0204ef7ab48c9f47112",
                "propertyId": "riu-kukulkan",
                "topic": "room_noise",
                "sentiment": "negative",
                "summary": "Several guests report sound carrying into rooms or loud restaurant and lobby areas.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d24119687-Reviews-or10-Hotel_Riu_Palace_Kukulkan-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring in visible excerpts, with intensity dependent on room and venue position.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Several guests report sound carrying into rooms or loud restaurant and lobby areas."
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "a4b4db7fdecf1adba8c9a3fd8c7f129ca7608256350492d99414e851a07d931c",
                "propertyId": "riu-kukulkan",
                "topic": "cleanliness",
                "sentiment": "positive",
                "summary": "Rooms and shared areas are repeatedly described as modern, clean and well maintained.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d24119687-Reviews-Hotel_Riu_Palace_Kukulkan-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring in a bounded sample and consistent with the platform cleanliness category; not a room-by-room inspection.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Rooms and shared areas are repeatedly described as modern, clean and well maintained."
          },
          {
            "topic": "queues",
            "label": "Queues & waits",
            "status": "red",
            "basis": "Single guest report",
            "stale": false,
            "evidence": [
              {
                "id": "a32895420cbadeabe573a4ca2b126f51a6fe14f56e958bad230d8fcf04f0131d",
                "propertyId": "riu-kukulkan",
                "topic": "queues",
                "sentiment": "negative",
                "summary": "One April 2026 guest found the swim-up pool crowded and specialty-restaurant service slow.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d24119687-Reviews-Hotel_Riu_Palace_Kukulkan-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "individual_review",
                "independentReviewCount": 1,
                "confidence": "limited",
                "scope": "Single date-specific stay; crowding and waits vary with occupancy.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "One April 2026 guest found the swim-up pool crowded and specialty-restaurant service slow."
          },
          {
            "topic": "service",
            "label": "Service",
            "status": "mixed",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "87dbe079ff34472111baabe85c36f13dd5775989a4ac63637db1e2ea151119fe",
                "propertyId": "riu-kukulkan",
                "topic": "service",
                "sentiment": "mixed",
                "summary": "Many guests praise attentive staff, while front-desk, pool and restaurant service is inconsistent in some recent stays.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d24119687-Reviews-Hotel_Riu_Palace_Kukulkan-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Department- and shift-specific variation in a bounded recent-review sample.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Many guests praise attentive staff, while front-desk, pool and restaurant service is inconsistent in some recent stays."
          }
        ],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": {
          "propertyId": "riu-kukulkan",
          "checkedTopics": [
            "cleanliness",
            "room_noise",
            "service",
            "queues"
          ],
          "unverifiedTopics": [
            "shower_pressure",
            "hot_water",
            "air_conditioning",
            "wifi",
            "fees",
            "deposit_refunds",
            "damp_mold"
          ],
          "notes": "Crowding observation is isolated; cleanliness, noise and service patterns have broader support."
        }
      }
    },
    {
      "id": "royalton-chic",
      "name": "Royalton CHIC Cancun",
      "kind": "hotel",
      "area": "punta",
      "category": "Rooftop days & nights",
      "tags": [
        "onsite",
        "adult"
      ],
      "badges": [
        "On-site rooftop",
        "18+"
      ],
      "summary": "Level 18 brings the dayclub and night out to the rooftop of your hotel.",
      "highlight": "Hotel guests receive complimentary rooftop entry.",
      "caveat": "Included national drinks are a Diamond Club benefit.",
      "activity": "Level 18 rooftop parties and events. Cabanas and rooftop restaurant are marked as extras.",
      "age": "18+",
      "checked": "September 22, 2026",
      "official": "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa",
      "sources": [
        {
          "url": "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa/our-resort/features",
          "label": "Hotel information"
        },
        {
          "url": "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa/our-resort/level-18",
          "label": "Inclusions source 2"
        },
        {
          "url": "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa",
          "label": "Inclusions source 3"
        },
        {
          "label": "Royalton CHIC Cancun official property page",
          "url": "https://www.royaltonresorts.com/resorts/chic/chic-cancun-allinclusive-adults-only-resort"
        },
        {
          "url": "https://www.booking.com/hotel/mx/royalton-cancun-resort-amp-spa.en-gb.html",
          "label": "Published 5-star property class"
        }
      ],
      "inclusions": {
        "Party location": "On-site Level 18 rooftop day/night club",
        "Entry": "Hotel guests complimentary; special-event exclusions unconfirmed",
        "Drinks": "Diamond Club: national drinks included. Standard-room terms unresolved.",
        "Transport": "On-site",
        "Age": "18+",
        "Rooms": "Hotel rooms; live rates and room availability not checked"
      },
      "nearby": [
        "coco-bongo-cancun",
        "mandala-cancun",
        "mandala-beach-cancun"
      ],
      "coordinates": {
        "id": "royalton-chic",
        "lat": 21.1271333,
        "lng": -86.751385,
        "source": "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa",
        "precision": "Operator structured-data property coordinate; entrance not verified",
        "checked": "2026-09-22"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Standard all-inclusive",
          "includes": "Hotel guests receive Level 18 entry. Standard-room rooftop drink coverage is unconfirmed.",
          "extras": "Rooftop restaurant and cabanas cost extra. Confirm drinks and special-event charges."
        },
        {
          "id": "diamond",
          "name": "Diamond Club all-inclusive",
          "includes": "Level 18 access plus advertised national drinks. This is an upgraded room/service tier.",
          "extras": "Rooftop restaurant and cabanas are marked as extras. Premium drinks and special-event exceptions need confirmation."
        }
      ],
      "researchTier": "detailed",
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.royaltonresorts.com/resorts/chic/chic-cancun-allinclusive-adults-only-resort"
        ],
        "beachfront": [
          "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa/our-resort/features"
        ],
        "air_conditioning": [
          "https://www.royaltonresorts.com/resorts/chic/chic-cancun-allinclusive-adults-only-resort"
        ],
        "wifi": [
          "https://www.royaltonresorts.com/resorts/chic/chic-cancun-allinclusive-adults-only-resort"
        ],
        "onsite_bar": [
          "https://www.royaltonresorts.com/resorts/chic/chic-cancun-allinclusive-adults-only-resort"
        ]
      },
      "mealPlan": "all_inclusive",
      "adultsOnly": true,
      "roomTypes": [
        "private"
      ],
      "rating": {
        "score": 8.4,
        "raw": 8.425,
        "sources": [
          {
            "url": "https://www.booking.com/reviews/mx/hotel/royalton-cancun-resort-amp-spa.html",
            "label": "Booking.com",
            "score": 8.1,
            "scale": 10,
            "count": 581,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.1
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d15580232-Reviews-Royalton_CHIC_Cancun_An_Autograph_Collection_All_Inclusive_Resort_Adults_Only-Cancun_.html",
            "label": "Tripadvisor",
            "score": 4.5,
            "scale": 5,
            "count": 10256,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 9
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Royalton-CHIC-Suites-Cancun-Resort-Spa-Adults-Only-All-Inclusive.h24318436.Hotel-Information",
            "score": 8.4,
            "scale": 10,
            "count": 2907,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled two days before the check date.",
            "normalized": 8.4
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/ChkIof7m-5GJk6tAGg0vZy8xMWYzczhiN2dzEAE",
            "score": 4.1,
            "scale": 5,
            "count": 4148,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.1/5 from 4,148 Google reviews in a snapshot crawled one day before the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 8.2
          }
        ],
        "spread": 0.9,
        "allSources": [
          {
            "url": "https://www.booking.com/reviews/mx/hotel/royalton-cancun-resort-amp-spa.html",
            "label": "Booking.com",
            "score": 8.1,
            "scale": 10,
            "count": 581,
            "date": "2026-09-22"
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d15580232-Reviews-Royalton_CHIC_Cancun_An_Autograph_Collection_All_Inclusive_Resort_Adults_Only-Cancun_.html",
            "label": "Tripadvisor",
            "score": 4.5,
            "scale": 5,
            "count": 10256,
            "date": "2026-09-22"
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Royalton-CHIC-Suites-Cancun-Resort-Spa-Adults-Only-All-Inclusive.h24318436.Hotel-Information",
            "score": 8.4,
            "scale": 10,
            "count": 2907,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled two days before the check date."
          },
          {
            "label": "Google",
            "sourceFamily": "Google",
            "url": "https://www.google.com/travel/hotels/entity/ChkIof7m-5GJk6tAGg0vZy8xMWYzczhiN2dzEAE",
            "score": 4.1,
            "scale": 5,
            "count": 4148,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.1/5 from 4,148 Google reviews in a snapshot crawled one day before the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true
          }
        ],
        "unavailable": [
          {
            "label": "Facebook",
            "url": null,
            "reason": "No exact-property Facebook page with a publicly exposed recommendation percentage and count was returned in the bounded public search; no login or private-group access was attempted."
          }
        ],
        "additionalSignals": [],
        "pros": [
          "Friendly, attentive staff and butler service recur across recent reviews.",
          "Guests repeatedly praise the beachfront location, lively pool atmosphere and clean, modern rooms.",
          "The beach, pools and restaurant choice are frequent highlights."
        ],
        "cons": [
          "Repeated complaints cite slow elevators.",
          "Extra charges and sales pressure can make the all-inclusive offer feel less inclusive.",
          "The strong party atmosphere and late noise will not suit guests seeking a quiet stay."
        ],
        "sentimentBasis": {
          "sources": [
            "Tripadvisor",
            "Booking.com"
          ],
          "sample": "Themes were retained when they appeared in at least two visible 2026 Tripadvisor guest excerpts; Booking.com's overall and category scores were used as a cross-check, not as marketing copy.",
          "confidence": "medium-high"
        },
        "coverage": {
          "ratingSources": 2,
          "targetRatingSources": 2,
          "notes": "Both requested major-source slots were available without login. Booking.com's review page displayed an overall score based on 581 hotel reviews even though its search title referenced a larger verified-review total; the displayed score basis is recorded."
        },
        "method": "Equal mean of distinct publisher-family ratings converted to /10. Guest quality, separate from party fit.",
        "area": {
          "rank": 13,
          "total": 29,
          "tied": true,
          "index": 7.6,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.425,
          "sourceCount": 4,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "party": {
        "id": "royalton-chic",
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": 4,
            "note": "Level 18 is a dedicated rooftop day/night club with pool, cabanas, DJs and themed entertainment. Reviews confirm a lively party identity, though some find event energy uneven.",
            "sources": [
              "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa/our-resort/level-18",
              "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d15580232-Reviews-or110-Royalton_CHIC_Cancun_An_Autograph_Collection_All_Inclusive_Resort_Adults_Only-C.html"
            ]
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": 3,
            "note": "Multiple recent reviews describe a lively, party-focused adult atmosphere and celebration groups, with quieter spaces available.",
            "sources": [
              "https://www.tripadvisor.com/Hotel_Review-g150807-d15580232-Reviews-Royalton_CHIC_Cancun_An_Autograph_Collection_All_Inclusive_Resort_Adults_Only-Cancun_.html",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d15580232-Reviews-or30-Royalton_CHIC_Cancun_An_Autograph_Collection_All_Inclusive_Resort_Adults_Only-Ca.html"
            ]
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": 4,
            "note": "The party venue is on-site and the resort is in the Hotel Zone near Punta Cancun clubs.",
            "sources": [
              "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa/our-resort/level-18",
              "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa"
            ]
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": 3,
            "note": "Hotel guests receive complimentary rooftop entry, but cabanas, dining and some drink benefits cost extra or depend on Diamond Club tier.",
            "sources": [
              "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa/our-resort/level-18",
              "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa/our-resort/features"
            ]
          }
        ],
        "crowd": {
          "description": "Adults-only, celebration-oriented resort with upscale party positioning and quieter escape areas.",
          "ageEvidence": "The hotel states 18+; no representative guest-age distribution was found.",
          "source": "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa"
        },
        "caveats": [
          "Rooftop food, cabanas and some drinks are not universally included.",
          "Party intensity varies by event and date."
        ],
        "confidence": "strong",
        "score": 9.3,
        "coverage": 1,
        "label": "Party-first stay",
        "checked": "2026-09-22"
      },
      "image": null,
      "luxury": false,
      "starClass": {
        "value": 5,
        "source": "https://www.booking.com/hotel/mx/royalton-cancun-resort-amp-spa.en-gb.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [
          {
            "topic": "room_noise",
            "label": "Room noise",
            "status": "red",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "292d56a188c7bd03f0219ac519d9a3299e389a6c0b5ea3421185356b4c319532",
                "propertyId": "royalton-chic",
                "topic": "room_noise",
                "sentiment": "negative",
                "summary": "Party and entertainment sound can reach rooms, especially near the rooftop club or outdoor stage.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d15580232-Reviews-Royalton_CHIC_Cancun_An_Autograph_Collection_All_Inclusive_Resort_Adults_Only-Cancun_.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring visible-review theme; room floor and orientation materially affect exposure.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Party and entertainment sound can reach rooms, especially near the rooftop club or outdoor stage."
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "f5c5850511d67509b5243102163b40e00c7db09f8794d4c4ce23f3340fdcff82",
                "propertyId": "royalton-chic",
                "topic": "cleanliness",
                "sentiment": "positive",
                "summary": "Recent guests commonly describe suites and public areas as clean and tidy.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d15580232-Reviews-Royalton_CHIC_Cancun_An_Autograph_Collection_All_Inclusive_Resort_Adults_Only-Cancun_.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring in visible excerpts; housekeeping consistency can vary by room and day.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Recent guests commonly describe suites and public areas as clean and tidy."
          },
          {
            "topic": "fees",
            "label": "Extra charges",
            "status": "red",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "90176fd93afaeab699c379ba294f3223940233e4d2ae34b1c237d7e172450ed0",
                "propertyId": "royalton-chic",
                "topic": "fees",
                "sentiment": "negative",
                "summary": "Guests repeatedly caution that rooftop cabanas, selected food or drink benefits and other upgrades can cost extra despite the all-inclusive label.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d15580232-Reviews-Royalton_CHIC_Cancun_An_Autograph_Collection_All_Inclusive_Resort_Adults_Only-Cancun_.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring value and inclusion concern; exact charges depend on room tier, venue and package.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Guests repeatedly caution that rooftop cabanas, selected food or drink benefits and other upgrades can cost extra despite the all-inclusive label."
          },
          {
            "topic": "queues",
            "label": "Queues & waits",
            "status": "red",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "2cdedd5e075a6f226ea3526e6fc1dabf0645101c27e038fd2e86827b06a00ae0",
                "propertyId": "royalton-chic",
                "topic": "queues",
                "sentiment": "negative",
                "summary": "Slow and crowded elevators recur in recent guest feedback, with higher-floor guests reporting waits of several minutes.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d15580232-Reviews-or50-Royalton_CHIC_Cancun_An_Autograph_Collection_All_Inclusive_Resort_Adults_Only-Ca.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring theme in a bounded sample; waits vary with floor, time and occupancy.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Slow and crowded elevators recur in recent guest feedback, with higher-floor guests reporting waits of several minutes."
          }
        ],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": {
          "propertyId": "royalton-chic",
          "checkedTopics": [
            "room_noise",
            "queues",
            "fees",
            "cleanliness"
          ],
          "unverifiedTopics": [
            "shower_pressure",
            "hot_water",
            "air_conditioning",
            "wifi",
            "deposit_refunds"
          ],
          "notes": "Room orientation and floor are material to noise and elevator-wait relevance."
        }
      }
    },
    {
      "id": "temptation",
      "name": "Temptation Cancun",
      "kind": "hotel",
      "area": "north",
      "category": "Pool parties & theme nights",
      "tags": [
        "onsite",
        "adult"
      ],
      "badges": [
        "21+",
        "Topless-optional areas"
      ],
      "summary": "Pool parties and Bash theme nights form the center of this distinctive adults-only resort.",
      "highlight": "Nightlife and premium drinks are advertised as included.",
      "caveat": "Confirm premium-event and VIP exceptions.",
      "activity": "Recurring pool parties and nightly Bash themes. Check the current program; an enclosed nightclub is not established.",
      "age": "21+; topless-optional areas",
      "checked": "September 22, 2026",
      "official": "https://www.temptationresorts.com/",
      "sources": [
        {
          "url": "https://www.temptationresorts.com/entertainment/",
          "label": "Hotel information"
        },
        {
          "url": "https://www.temptationresorts.com/whats-included/",
          "label": "Inclusions source 2"
        },
        {
          "url": "https://www.temptationresorts.com/house-rules-faqs/",
          "label": "Inclusions source 3"
        },
        {
          "label": "Temptation Cancun official property page",
          "url": "https://www.temptationresorts.com/"
        },
        {
          "url": "https://www.booking.com/fivestars/city/mx/cancun.en-gb.html",
          "label": "Published 5-star property class"
        }
      ],
      "inclusions": {
        "Party location": "On-site pool parties and Bash theme nights",
        "Entry": "Nightlife included; premium event exceptions unresolved",
        "Drinks": "All-inclusive advertises premium drinks at six bars; specific event/VIP exceptions unresolved",
        "Transport": "On-site",
        "Age": "21+; topless-optional areas",
        "Rooms": "Hotel rooms; live rates and room availability not checked"
      },
      "nearby": [
        "coco-bongo-cancun",
        "mandala-cancun",
        "mandala-beach-cancun"
      ],
      "coordinates": {
        "id": "temptation",
        "lat": 21.1483696,
        "lng": -86.7923838,
        "source": "https://maps.google.com/maps?q=Temptation%20Cancun%20Resort&t=m&z=17&output=embed&iwloc=near",
        "precision": "Google Maps embed linked by official resort website; entrance not verified",
        "checked": "2026-09-22"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Standard all-inclusive",
          "includes": "Published all-inclusive hotel plan. See the separate party, drink and transport conditions below.",
          "extras": "Special events, VIP areas and other extras require separate confirmation."
        }
      ],
      "researchTier": "detailed",
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.temptationresorts.com/whats-included/"
        ],
        "beachfront": [
          "https://www.temptationresorts.com/house-rules-faqs/"
        ],
        "air_conditioning": [
          "https://www.temptationresorts.com/"
        ],
        "wifi": [
          "https://www.temptationresorts.com/whats-included/"
        ],
        "onsite_bar": [
          "https://www.temptationresorts.com/whats-included/"
        ]
      },
      "mealPlan": "all_inclusive",
      "adultsOnly": true,
      "roomTypes": [
        "private"
      ],
      "rating": {
        "score": 8.9,
        "raw": 8.875,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/temptation-resort-spa.html",
            "label": "Booking.com",
            "score": 8.5,
            "scale": 10,
            "count": 1064,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.5
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d154428-Reviews-Temptation_Cancun_Resort-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.5,
            "scale": 5,
            "count": 8193,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 9
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Temptation-Cancun-Resort-All-Inclusive-Adults-Only.h17310768.Hotel-Information?equalTargetTab=tab-5",
            "score": 9,
            "scale": 10,
            "count": 5296,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public reviews tab crawled on the check date.",
            "normalized": 9
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/CgoIx53fu5qf2ZNUEAE",
            "score": 4.5,
            "scale": 5,
            "count": 8036,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.5/5 from 8,036 Google reviews in a snapshot crawled on the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 9
          }
        ],
        "spread": 0.5,
        "allSources": [
          {
            "url": "https://www.booking.com/hotel/mx/temptation-resort-spa.html",
            "label": "Booking.com",
            "score": 8.5,
            "scale": 10,
            "count": 1064,
            "date": "2026-09-22"
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d154428-Reviews-Temptation_Cancun_Resort-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.5,
            "scale": 5,
            "count": 8193,
            "date": "2026-09-22"
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Temptation-Cancun-Resort-All-Inclusive-Adults-Only.h17310768.Hotel-Information?equalTargetTab=tab-5",
            "score": 9,
            "scale": 10,
            "count": 5296,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public reviews tab crawled on the check date."
          },
          {
            "label": "Google",
            "sourceFamily": "Google",
            "url": "https://www.google.com/travel/hotels/entity/CgoIx53fu5qf2ZNUEAE",
            "score": 4.5,
            "scale": 5,
            "count": 8036,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.5/5 from 8,036 Google reviews in a snapshot crawled on the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true
          }
        ],
        "unavailable": [
          {
            "label": "Facebook",
            "url": "https://www.facebook.com/TemptationCancunResorts",
            "reason": "The resort's official anti-fraud page identifies this Facebook page, but the bounded public result did not expose a Facebook recommendation percentage or count; no login was attempted."
          }
        ],
        "additionalSignals": [],
        "pros": [
          "The energetic adult party atmosphere, themed nights and pool events are the defining positive.",
          "Friendly, attentive staff and entertainment teams receive repeated praise.",
          "Cleanliness, facilities and the specialty restaurants are often rated well."
        ],
        "cons": [
          "Rooms are often described as dated relative to the price.",
          "Aggressive membership upselling and add-on costs are recurring value complaints.",
          "Some guests report repetitive music, uneven service and occasional maintenance issues."
        ],
        "sentimentBasis": {
          "sources": [
            "Tripadvisor",
            "Booking.com"
          ],
          "sample": "Tripadvisor's labeled summary of recent reviews was checked against multiple visible 2026 guest excerpts; Booking.com's visible guest excerpts and category scores supported the staff, facilities, cleanliness and value themes.",
          "confidence": "high"
        },
        "coverage": {
          "ratingSources": 2,
          "targetRatingSources": 2,
          "notes": "Both major sources exposed current overall guest scores and review counts without login. The Tower by Temptation is a separate Tripadvisor listing and was excluded."
        },
        "method": "Equal mean of distinct publisher-family ratings converted to /10. Guest quality, separate from party fit.",
        "area": {
          "rank": 6,
          "total": 29,
          "tied": false,
          "index": 8.2,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.875,
          "sourceCount": 4,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "party": {
        "id": "temptation",
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": 4,
            "note": "A dedicated party pool, nightly Bash themes, entertainment team and six bars create sustained day-to-night programming. Party atmosphere and themed events recur across the labeled review summary and 2026 excerpts.",
            "sources": [
              "https://www.temptationresorts.com/entertainment/",
              "https://www.temptationresorts.com/whats-included/",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d154428-Reviews-Temptation_Cancun_Resort-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": 4,
            "note": "The review summary and visible excerpts describe a lively, social, interactive adult environment. Some guests report repetitive music, low energy or a mismatch with their preferred style.",
            "sources": [
              "https://www.tripadvisor.com/Hotel_Review-g150807-d154428-Reviews-Temptation_Cancun_Resort-Cancun_Yucatan_Peninsula.html",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d154428-Reviews-or50-Temptation_Cancun_Resort-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": 2,
            "note": "The kilometer-3.5 Hotel Zone location is outside the main Punta Cancun club cluster; reaching off-site clubs generally requires local transport, and no included external-nightlife transfer was confirmed.",
            "sources": [
              "https://www.temptationresorts.com/"
            ]
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": 4,
            "note": "Core nightlife, pool programming and drinks are advertised as included on-site; premium events, VIP areas and promotion-specific extras still need checking.",
            "sources": [
              "https://www.temptationresorts.com/whats-included/",
              "https://www.temptationresorts.com/house-rules-faqs/"
            ]
          }
        ],
        "crowd": {
          "description": "Open-minded adult social crowd with a lifestyle-oriented atmosphere that may not match conventional bachelor-party expectations.",
          "ageEvidence": "Minimum age is 21+. One 2026 reviewer reported mostly guests around 40–60 during that stay, so this is not labeled a reliably young crowd.",
          "source": "https://www.tripadvisor.com/Hotel_Review-g150807-d154428-Reviews-or30-Temptation_Cancun_Resort-Cancun_Yucatan_Peninsula.html"
        },
        "caveats": [
          "Topless-optional and lifestyle-oriented areas are central to the concept.",
          "The age observation is one stay, not a demographic measurement."
        ],
        "confidence": "strong",
        "score": 9.5,
        "coverage": 1,
        "label": "Party-first stay",
        "checked": "2026-09-22"
      },
      "image": null,
      "luxury": false,
      "starClass": {
        "value": 5,
        "source": "https://www.booking.com/fivestars/city/mx/cancun.en-gb.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [
          {
            "topic": "air_conditioning",
            "label": "Air conditioning",
            "status": "red",
            "basis": "Single guest report",
            "stale": false,
            "evidence": [
              {
                "id": "1852dc92603b7da777d5f4e22a7985bc8e6525e5a840133a8b456735dc562384",
                "propertyId": "temptation",
                "topic": "air_conditioning",
                "sentiment": "negative",
                "summary": "One June 2026 guest reported weak, non-adjustable room cooling alongside an unpleasant odor from shower and sink water.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d154428-Reviews-Temptation_Cancun_Resort-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "individual_review",
                "independentReviewCount": 1,
                "confidence": "limited",
                "scope": "Single room- and stay-specific report; it does not establish a recurring cooling or water-quality problem.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "One June 2026 guest reported weak, non-adjustable room cooling alongside an unpleasant odor from shower and sink water."
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "e20fafeb4160a4000fbe8d244ffd10438a75d3a493dbeed71cdc42c74bed5fb7",
                "propertyId": "temptation",
                "topic": "cleanliness",
                "sentiment": "positive",
                "summary": "Cleanliness is frequently praised in the platform's recent-review summary and visible excerpts.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d154428-Reviews-Temptation_Cancun_Resort-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": null,
                "confidence": "moderate",
                "scope": "Platform-labeled aggregate theme without an exposed unique-review count.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Cleanliness is frequently praised in the platform's recent-review summary and visible excerpts."
          },
          {
            "topic": "fees",
            "label": "Extra charges",
            "status": "red",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "917d47f58c99af61975bb8e8f251f52801eb17697a4a8b8416c887ae4766b5a0",
                "propertyId": "temptation",
                "topic": "fees",
                "sentiment": "negative",
                "summary": "Aggressive membership sales and charges for selected premium services recur as value complaints.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d154428-Reviews-Temptation_Cancun_Resort-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring in a bounded recent-review sample; exact pitches and add-on charges vary by stay and purchase decision.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Aggressive membership sales and charges for selected premium services recur as value complaints."
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "ba5a98f231ebce3c32ec56b4227304e43f4266cb996bdfc81b3fddb2965c079e",
                "propertyId": "temptation",
                "topic": "social_atmosphere",
                "sentiment": "positive",
                "summary": "The platform's recent-review summary describes a lively, interactive adult atmosphere with recurring themed events.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d154428-Reviews-Temptation_Cancun_Resort-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": null,
                "confidence": "moderate",
                "scope": "Platform-labeled summary with no unique-review count; some guests found the music repetitive or the energy lower than expected.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "The platform's recent-review summary describes a lively, interactive adult atmosphere with recurring themed events."
          }
        ],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          }
        ],
        "checked": "2026-09-22",
        "coverage": {
          "propertyId": "temptation",
          "checkedTopics": [
            "social_atmosphere",
            "fees",
            "cleanliness",
            "air_conditioning"
          ],
          "unverifiedTopics": [
            "shower_pressure",
            "hot_water",
            "wifi",
            "deposit_refunds",
            "queues"
          ],
          "notes": "The cooling and water-odor report is isolated; no general water-quality claim is made."
        }
      }
    },
    {
      "id": "mayan-monkey-cancun",
      "name": "Mayan Monkey Cancun",
      "kind": "hostel",
      "area": "punta",
      "category": "Social hostel",
      "tags": [
        "hostel",
        "onsite"
      ],
      "badges": [
        "Private rooms + dorms",
        "18+"
      ],
      "summary": "A social Hotel Zone base with a pool, bar and activities for meeting other travelers, plus private rooms and shared dorms.",
      "highlight": "Complimentary hosted activities are advertised.",
      "caveat": "External club admission and drinks need separate checks.",
      "activity": "Official page lists complimentary salsa, yoga, karaoke, games, live music, workshops and parties; verify the current activity schedule. External clubs, tours and drinks are not verified as included in the room rate.",
      "checked": "September 22, 2026",
      "official": "https://mayanmonkey.com/mayan-monkey-cancun",
      "sources": [
        {
          "url": "https://mayanmonkey.com/mayan-monkey-cancun",
          "label": "Property information"
        },
        {
          "url": "https://mayanmonkey.com/contact",
          "label": "Hostel FAQ"
        },
        {
          "url": "https://www.booking.com/hotel/mx/senor-frogs-hostel.es.html",
          "label": "Location corroboration (Booking.com)"
        },
        {
          "url": "https://www.booking.com/hotel/mx/senor-frogs-hostel.en-gb.html",
          "label": "Published 4-star property class"
        }
      ],
      "inclusions": {
        "Party location": "On-site social activities; external clubs are separate",
        "Entry": "Official page lists complimentary salsa, yoga, karaoke, games, live music, workshops and parties; verify the current activity schedule. External clubs, tours and drinks are not verified as included in the room rate.",
        "Drinks": "Not verified as included in the room rate",
        "Transport": "External nightlife transport not verified as included",
        "Age": "18+; hostel FAQ says the property is adults only.",
        "Rooms": "private queen · private two beds · mixed dorms · female dorms"
      },
      "nearby": [
        "coco-bongo-cancun",
        "mandala-cancun",
        "mandala-beach-cancun"
      ],
      "coordinates": {
        "lat": 21.1300386,
        "lng": -86.7503736,
        "source": "https://maps.google.com/maps?q=mayan%20monkey%20cancun&t=&z=15&ie=UTF8&iwloc=&output=embed",
        "operatorSource": "https://mayanmonkey.com/mayan-monkey-cancun",
        "mapUrl": "https://www.google.com/maps?cid=2940681001696421120",
        "precision": "Verified named venue pin from the operator-linked Google Maps entity record; not a surveyed entrance.",
        "verifiedOn": "2026-09-22",
        "recordName": "Mayan Monkey Cancun",
        "recordAddress": "Blvd. Kukulcan Km 9.5, Zona Hotelera, 77500 Cancun, Q.R., Mexico"
      },
      "plans": [
        {
          "id": "dorm",
          "name": "Dorm bed · meal terms to check",
          "includes": "One bed in a shared dorm. Check mixed/female room options and whether breakfast is included in the chosen rate.",
          "extras": "Drinks, external club tickets and tours are not verified as included."
        },
        {
          "id": "private",
          "name": "Private room · meal terms to check",
          "includes": "A private room, with bathroom and meal inclusions depending on the selected rate.",
          "extras": "Drinks, external club tickets and tours are not verified as included."
        }
      ],
      "researchTier": "detailed",
      "amenities": {
        "pool": true,
        "beachfront": false,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://mayanmonkey.com/mayan-monkey-cancun"
        ],
        "beachfront": [
          "https://mayanmonkey.com/mayan-monkey-cancun"
        ],
        "air_conditioning": [
          "https://mayanmonkey.com/mayan-monkey-cancun"
        ],
        "wifi": [
          "https://mayanmonkey.com/mayan-monkey-cancun"
        ],
        "onsite_bar": [
          "https://mayanmonkey.com/mayan-monkey-cancun"
        ]
      },
      "mealPlan": "unknown",
      "adultsOnly": true,
      "roomTypes": [
        "private",
        "dorm"
      ],
      "rating": {
        "score": 9.1,
        "raw": 9.05,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/senor-frogs-hostel.en-gb.html",
            "label": "Booking.com",
            "score": 8.6,
            "scale": 10,
            "count": 3339,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.6
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d13487681-Reviews-Mayan_Monkey_Cancun_Best_Hotel-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.7,
            "scale": 5,
            "count": 1861,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 9.4
          },
          {
            "label": "Hostelworld",
            "sourceFamily": "Hostelworld",
            "url": "https://www.hostelworld.com/es/albergues/p/285575/mayan-monkey-cancun-hotel-zone-across-the-beach/",
            "score": 9,
            "scale": 10,
            "count": 3889,
            "date": "2026-09-22",
            "coverage": "The exact Hotel Zone property page displayed its overall Hostelworld traveller rating and count; source snapshot was crawled four days before the check date. A fresher sidebar teaser showed a different rounded score without a count, so the complete property-page aggregate is used.",
            "normalized": 9
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/ChcIgMrrvqa52ecoGgsvZy8xdGQxZmdzdBAB",
            "score": 4.6,
            "scale": 5,
            "count": 8623,
            "date": "2026-09-22",
            "coverage": "Exact Hotel Zone property on Google Travel; the public Google review summary explicitly excluded third-party reviews and displayed 4.6/5 from 8,623 Google reviews in a snapshot crawled on the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 9.2
          }
        ],
        "spread": 0.8,
        "allSources": [
          {
            "url": "https://www.booking.com/hotel/mx/senor-frogs-hostel.en-gb.html",
            "label": "Booking.com",
            "score": 8.6,
            "scale": 10,
            "count": 3339,
            "date": "2026-09-22"
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d13487681-Reviews-Mayan_Monkey_Cancun_Best_Hotel-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.7,
            "scale": 5,
            "count": 1861,
            "date": "2026-09-22"
          },
          {
            "label": "Hostelworld",
            "sourceFamily": "Hostelworld",
            "url": "https://www.hostelworld.com/es/albergues/p/285575/mayan-monkey-cancun-hotel-zone-across-the-beach/",
            "score": 9,
            "scale": 10,
            "count": 3889,
            "date": "2026-09-22",
            "coverage": "The exact Hotel Zone property page displayed its overall Hostelworld traveller rating and count; source snapshot was crawled four days before the check date. A fresher sidebar teaser showed a different rounded score without a count, so the complete property-page aggregate is used."
          },
          {
            "label": "Google",
            "sourceFamily": "Google",
            "url": "https://www.google.com/travel/hotels/entity/ChcIgMrrvqa52ecoGgsvZy8xdGQxZmdzdBAB",
            "score": 4.6,
            "scale": 5,
            "count": 8623,
            "date": "2026-09-22",
            "coverage": "Exact Hotel Zone property on Google Travel; the public Google review summary explicitly excluded third-party reviews and displayed 4.6/5 from 8,623 Google reviews in a snapshot crawled on the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true
          }
        ],
        "unavailable": [
          {
            "label": "Facebook",
            "url": null,
            "reason": "No exact-property Facebook page with a publicly exposed recommendation percentage and count was returned in the bounded public search; no login or private-group access was attempted."
          }
        ],
        "additionalSignals": [],
        "pros": [
          "The Hotel Zone location is repeatedly praised for nightlife and beach access.",
          "A friendly social atmosphere, activities and helpful staff stand out across guest excerpts.",
          "Clean, comfortable rooms and beds receive recurring positive mentions."
        ],
        "cons": [
          "DJ and party noise can disturb light sleepers."
        ],
        "sentimentBasis": {
          "sources": [
            "Tripadvisor",
            "Booking.com"
          ],
          "sample": "Positive themes recur across visible excerpts on both sources and align with Booking.com's category scores. The noise caveat appears in multiple Tripadvisor guest excerpts; other recent complaints were isolated and therefore omitted.",
          "confidence": "medium"
        },
        "coverage": {
          "ratingSources": 2,
          "targetRatingSources": 2,
          "notes": "Both major sources exposed scores and counts. Tripadvisor's current search result is used because the opened cached page showed an older 4.8 score and 1,851-review count."
        },
        "method": "Equal mean of distinct publisher-family ratings converted to /10. Guest quality, separate from party fit.",
        "area": {
          "rank": null,
          "total": 0,
          "tied": false,
          "index": null,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": null,
          "sourceCount": 0,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "party": {
        "id": "mayan-monkey-cancun",
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": 3,
            "note": "A social pool, bar and common areas host salsa, karaoke, games, live music, workshops and parties. Reviews commonly praise the vibe, though one recent stay reported little atmosphere.",
            "sources": [
              "https://mayanmonkey.com/mayan-monkey-cancun",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d13487681-Reviews-Mayan_Monkey_Cancun_Best_Hotel-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": 4,
            "note": "Shared dorms, common areas and hosted activities are designed for mingling, and guest excerpts repeatedly highlight meeting travelers and the social atmosphere.",
            "sources": [
              "https://mayanmonkey.com/mayan-monkey-cancun",
              "https://www.booking.com/hotel/mx/senor-frogs-hostel.en-gb.html",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d13487681-Reviews-Mayan_Monkey_Cancun_Best_Hotel-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": 4,
            "note": "The hostel is at kilometer 9.5 in the Hotel Zone close to the principal nightlife cluster, while also providing its own social base.",
            "sources": [
              "https://mayanmonkey.com/mayan-monkey-cancun"
            ]
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": 3,
            "note": "Hosted activities are advertised as complimentary, but schedules change and external club tickets, tours and drinks are separate.",
            "sources": [
              "https://mayanmonkey.com/mayan-monkey-cancun",
              "https://mayanmonkey.com/contact"
            ]
          }
        ],
        "crowd": {
          "description": "International hostel and solo-traveler crowd oriented toward meeting people, nightlife and group activities.",
          "ageEvidence": "Hostel FAQ states 18+ and adults-only; no defensible current age distribution was found.",
          "source": "https://mayanmonkey.com/contact"
        },
        "caveats": [
          "Hosted schedules vary by date.",
          "DJ and party noise can disturb light sleepers."
        ],
        "confidence": "strong",
        "score": 8.3,
        "coverage": 1,
        "label": "A lively social base",
        "checked": "2026-09-22"
      },
      "image": null,
      "luxury": false,
      "starClass": {
        "value": 4,
        "source": "https://www.booking.com/hotel/mx/senor-frogs-hostel.en-gb.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [
          {
            "topic": "room_noise",
            "label": "Room noise",
            "status": "red",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "d6c3f0d83ff6771d4f161fc6e4e79dec83c9ad9c519475bffb5132766c3bd2b6",
                "propertyId": "mayan-monkey-cancun",
                "topic": "room_noise",
                "sentiment": "negative",
                "summary": "DJ and party sound is a recurring sleep caveat for guests in noise-exposed rooms.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d13487681-Reviews-Mayan_Monkey_Cancun_Best_Hotel-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring in visible excerpts; impact depends on room location, event schedule and sleeper sensitivity.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "DJ and party sound is a recurring sleep caveat for guests in noise-exposed rooms."
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "fdf601d0eeed5673d935a2d263f623c9b8d5b5de4b184654bc96ce8aff56e8f9",
                "propertyId": "mayan-monkey-cancun",
                "topic": "cleanliness",
                "sentiment": "positive",
                "summary": "Clean rooms, beds and pool areas recur in recent guest comments.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d13487681-Reviews-Mayan_Monkey_Cancun_Best_Hotel-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring in a bounded visible-review sample; dorm and private-room experiences may differ.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Clean rooms, beds and pool areas recur in recent guest comments."
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "7efc5a3acd4028fa4fba0349d6839b5bf9910d2664d6bf814e090a669e9267dc",
                "propertyId": "mayan-monkey-cancun",
                "topic": "social_atmosphere",
                "sentiment": "positive",
                "summary": "Guests repeatedly highlight an easy-to-meet-people atmosphere around activities, the pool and shared spaces.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d13487681-Reviews-Mayan_Monkey_Cancun_Best_Hotel-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring in a bounded sample; one July 2026 guest reported little atmosphere, so the experience depends on timing and occupancy.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Guests repeatedly highlight an easy-to-meet-people atmosphere around activities, the pool and shared spaces."
          }
        ],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          }
        ],
        "checked": "2026-09-22",
        "coverage": {
          "propertyId": "mayan-monkey-cancun",
          "checkedTopics": [
            "social_atmosphere",
            "room_noise",
            "cleanliness"
          ],
          "unverifiedTopics": [
            "shower_pressure",
            "hot_water",
            "air_conditioning",
            "wifi",
            "fees",
            "deposit_refunds",
            "queues"
          ],
          "notes": "Social atmosphere varies by date despite the recurring positive pattern."
        }
      }
    },
    {
      "id": "nomads-rooftop-cancun",
      "name": "Nomads Rooftop Cancun",
      "kind": "hostel",
      "area": "downtown",
      "category": "Social hostel",
      "tags": [
        "hostel",
        "onsite"
      ],
      "badges": [
        "Private rooms + dorms",
        "Age policy: check"
      ],
      "summary": "A downtown social hostel built around a rooftop pool, Mumma bar and sunset pool parties, with private rooms and mixed or female dorms.",
      "highlight": "Rooftop pool access is included for guests.",
      "caveat": "Downtown location; Hotel Zone clubs require a separate trip.",
      "activity": "Rooftop pool access is included for guests. Bar and cafe purchases are extra. External nightlife tickets and tours are not verified as included.",
      "checked": "September 22, 2026",
      "official": "https://nomadscancun.com/",
      "sources": [
        {
          "url": "https://nomadscancun.com/",
          "label": "Property information"
        },
        {
          "url": "https://www.nomadsexperience.com/en/",
          "label": "Hostel FAQ"
        },
        {
          "url": "https://www.booking.com/fourstars/city/mx/cancun.en-gb.html",
          "label": "Published 4-star property class"
        }
      ],
      "inclusions": {
        "Party location": "On-site rooftop social events; downtown location",
        "Entry": "Rooftop pool access is included for guests. Bar and cafe purchases are extra. External nightlife tickets and tours are not verified as included.",
        "Drinks": "Bar and café purchases extra",
        "Transport": "External nightlife transport not verified as included",
        "Age": "Not verified on the official pages reviewed; check before booking.",
        "Rooms": "private deluxe with private bathroom · private standard · mixed dorms · female dorms"
      },
      "nearby": [
        "coco-bongo-cancun",
        "mandala-cancun",
        "mandala-beach-cancun"
      ],
      "coordinates": {
        "lat": 21.1653824,
        "lng": -86.8237539,
        "source": "https://www.google.com/maps?q=Nomads+Experience+Cancun+Avenida+Carlos+Nader&output=embed",
        "operatorSource": "https://nomadscancun.com/",
        "mapUrl": "https://www.google.com/maps?cid=15994524693238682104",
        "precision": "Verified named venue pin returned for the operator's published Google Maps search; not a surveyed entrance.",
        "verifiedOn": "2026-09-22",
        "recordName": "Nomads Hotel & Rooftop Pool Cancun",
        "recordAddress": "Av Carlos Nader Supermanzana 2A, 77500 Cancun, Q.R., Mexico"
      },
      "plans": [
        {
          "id": "dorm",
          "name": "Dorm bed · meal terms to check",
          "includes": "One bed in a shared dorm. Check mixed/female room options and whether breakfast is included in the chosen rate.",
          "extras": "Drinks, external club tickets and tours are not verified as included."
        },
        {
          "id": "private",
          "name": "Private room · meal terms to check",
          "includes": "A private room, with bathroom and meal inclusions depending on the selected rate.",
          "extras": "Drinks, external club tickets and tours are not verified as included."
        }
      ],
      "researchTier": "detailed",
      "amenities": {
        "pool": true,
        "beachfront": false,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://nomadscancun.com/"
        ],
        "beachfront": [
          "https://nomadscancun.com/"
        ],
        "air_conditioning": [
          "https://nomadscancun.com/"
        ],
        "wifi": [
          "https://nomadscancun.com/"
        ],
        "onsite_bar": [
          "https://nomadscancun.com/"
        ]
      },
      "mealPlan": "unknown",
      "adultsOnly": null,
      "roomTypes": [
        "private",
        "dorm"
      ],
      "rating": {
        "score": 9.2,
        "raw": 9.175,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/mayan-monkey-cancun-hostel.en-gb.html",
            "label": "Booking.com",
            "score": 8.6,
            "scale": 10,
            "count": 2010,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.6
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d12819938-Reviews-Nomads_Hostel_Hotel_Rooftop_Pool-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.9,
            "scale": 5,
            "count": 1010,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 9.8
          },
          {
            "label": "Hostelworld",
            "sourceFamily": "Hostelworld",
            "url": "https://www.hostelworld.com/hostels/p/281573/nomads-hotel-hostel-and-rooftop-pool/",
            "score": 9.1,
            "scale": 10,
            "count": 4771,
            "date": "2026-09-22",
            "coverage": "The exact Avenida Nader property page displayed its overall Hostelworld traveller rating and count; source snapshot was crawled on the check date.",
            "normalized": 9.1
          },
          {
            "label": "Google Maps",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/maps/search/The%2BRooftop%2BCanc%C3%BAn",
            "score": 4.6,
            "scale": 5,
            "count": null,
            "date": "2026-09-22",
            "coverage": "The public Google Maps result matched Nomads Hotel & Rooftop Pool Cancun at the Avenida Carlos Nader address and displayed a 4.6-star hotel rating, but the fetched listing card did not expose its rating count; count is therefore null. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 9.2
          }
        ],
        "spread": 1.2,
        "allSources": [
          {
            "url": "https://www.booking.com/hotel/mx/mayan-monkey-cancun-hostel.en-gb.html",
            "label": "Booking.com",
            "score": 8.6,
            "scale": 10,
            "count": 2010,
            "date": "2026-09-22"
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d12819938-Reviews-Nomads_Hostel_Hotel_Rooftop_Pool-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.9,
            "scale": 5,
            "count": 1010,
            "date": "2026-09-22"
          },
          {
            "label": "Hostelworld",
            "sourceFamily": "Hostelworld",
            "url": "https://www.hostelworld.com/hostels/p/281573/nomads-hotel-hostel-and-rooftop-pool/",
            "score": 9.1,
            "scale": 10,
            "count": 4771,
            "date": "2026-09-22",
            "coverage": "The exact Avenida Nader property page displayed its overall Hostelworld traveller rating and count; source snapshot was crawled on the check date."
          },
          {
            "label": "Google Maps",
            "sourceFamily": "Google",
            "url": "https://www.google.com/maps/search/The%2BRooftop%2BCanc%C3%BAn",
            "score": 4.6,
            "scale": 5,
            "count": null,
            "date": "2026-09-22",
            "coverage": "The public Google Maps result matched Nomads Hotel & Rooftop Pool Cancun at the Avenida Carlos Nader address and displayed a 4.6-star hotel rating, but the fetched listing card did not expose its rating count; count is therefore null. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true
          }
        ],
        "unavailable": [
          {
            "label": "Facebook",
            "url": null,
            "reason": "No exact-property Facebook page with a publicly exposed recommendation percentage and count was returned in the bounded public search; no login or private-group access was attempted."
          }
        ],
        "additionalSignals": [],
        "pros": [
          "Guests repeatedly praise the downtown location near the ADO bus station and local transport.",
          "Clean rooms and common areas plus friendly, helpful staff are recurring strengths.",
          "The rooftop pool and bar create an easy social setting for solo travelers."
        ],
        "cons": [
          "Rooftop music and other guests can create late-night noise in some rooms."
        ],
        "sentimentBasis": {
          "sources": [
            "Tripadvisor",
            "Booking.com"
          ],
          "sample": "The positive themes recur in numerous visible 2026 excerpts across both sources. The noise caveat is supported by a recent Tripadvisor excerpt and multiple visible Booking.com guest excerpts, with quieter-room counterexamples noted.",
          "confidence": "medium-high"
        },
        "coverage": {
          "ratingSources": 2,
          "targetRatingSources": 2,
          "notes": "The Avenida Carlos Nader downtown property was matched by name and address. The similarly named Hotel Zone property and Nomads Party Hostel locations were excluded. Booking.com's fresh property page showed 2,010 reviews; cached language and review pages exposed different subset totals."
        },
        "method": "Equal mean of distinct publisher-family ratings converted to /10. Guest quality, separate from party fit.",
        "area": {
          "rank": null,
          "total": 0,
          "tied": false,
          "index": null,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": null,
          "sourceCount": 0,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "party": {
        "id": "nomads-rooftop-cancun",
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": 3,
            "note": "The rooftop pool and bar host music, sunset parties and social activities. Reviews confirm recurring late music, but no large dedicated nightclub or fixed nightly schedule.",
            "sources": [
              "https://nomadscancun.com/",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d12819938-Reviews-Nomads_Hostel_Hotel_Rooftop_Pool-Cancun_Yucatan_Peninsula.html",
              "https://www.booking.com/reviews/mx/hotel/mayan-monkey-cancun-hostel.es.html"
            ]
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": 4,
            "note": "Numerous recent excerpts say the rooftop, shared kitchen and organized activities make it easy for solo travelers to meet people.",
            "sources": [
              "https://www.tripadvisor.com/Hotel_Review-g150807-d12819938-Reviews-Nomads_Hostel_Hotel_Rooftop_Pool-Cancun_Yucatan_Peninsula.html",
              "https://www.booking.com/hotel/mx/mayan-monkey-cancun-hostel.html"
            ]
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": 2,
            "note": "The hostel is near downtown transport and the ADO station, but Hotel Zone clubs require a separate bus or taxi trip.",
            "sources": [
              "https://nomadscancun.com/",
              "https://www.tripadvisor.com/Hotel_Review-g150807-d12819938-Reviews-Nomads_Hostel_Hotel_Rooftop_Pool-Cancun_Yucatan_Peninsula.html"
            ]
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": 3,
            "note": "Rooftop pool access and social activities are on-site, but bar purchases, external transport and club tickets are extra.",
            "sources": [
              "https://nomadscancun.com/",
              "https://www.nomadsexperience.com/en/"
            ]
          }
        ],
        "crowd": {
          "description": "International backpacker, solo-traveler and digital-nomad crowd centered on shared activities and the rooftop.",
          "ageEvidence": "Booking.com states a minimum check-in age of 18; no age distribution was published.",
          "source": "https://www.booking.com/hotel/mx/mayan-monkey-cancun-hostel.en-gb.html"
        },
        "caveats": [
          "Downtown is outside the Hotel Zone club cluster.",
          "Rooftop noise reaches some rooms, while other guests report little disturbance."
        ],
        "confidence": "strong",
        "score": 7.8,
        "coverage": 1,
        "label": "A lively social base",
        "checked": "2026-09-22"
      },
      "image": null,
      "luxury": false,
      "starClass": {
        "value": 4,
        "source": "https://www.booking.com/fourstars/city/mx/cancun.en-gb.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [
          {
            "topic": "room_noise",
            "label": "Room noise",
            "status": "mixed",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "878fb8c6131868773b5c3ce5aba6d17ef451bdfb0a37396275306353db40f553",
                "propertyId": "nomads-rooftop-cancun",
                "topic": "room_noise",
                "sentiment": "mixed",
                "summary": "Rooftop music and guest noise reach some rooms, while other guests report little or manageable disturbance.",
                "source": {
                  "platform": "Booking.com",
                  "url": "https://www.booking.com/reviews/mx/hotel/mayan-monkey-cancun-hostel.en-gb.html?page=3"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Room-position and sleeper-sensitivity effect; cited visible examples are older than the 2026 cleanliness and social evidence.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Rooftop music and guest noise reach some rooms, while other guests report little or manageable disturbance."
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "34766442e79d946c9ff58421d51a37e30f3f42b233518bcabaab7cf795b0f5da",
                "propertyId": "nomads-rooftop-cancun",
                "topic": "cleanliness",
                "sentiment": "positive",
                "summary": "Recent guests repeatedly describe rooms, shared spaces and the rooftop as clean and well maintained.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d12819938-Reviews-Nomads_Hostel_Hotel_Rooftop_Pool-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring in visible 2026 excerpts; dorm and private-room conditions can differ.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Recent guests repeatedly describe rooms, shared spaces and the rooftop as clean and well maintained."
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "8767ac76652e67b51ac70f8dbf43af28e92aead7b3acb05f149e2aef37714eb2",
                "propertyId": "nomads-rooftop-cancun",
                "topic": "wifi",
                "sentiment": "positive",
                "summary": "Booking.com shows a strong current Wi-Fi category score, and a June 2026 guest specifically praised the high-speed coworking connection.",
                "source": {
                  "platform": "Booking.com",
                  "url": "https://www.booking.com/reviews/mx/hotel/mayan-monkey-cancun-hostel.es.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": null,
                "confidence": "moderate",
                "scope": "Platform category evidence plus one visible review; speed can vary by device, room and occupancy.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Booking.com shows a strong current Wi-Fi category score, and a June 2026 guest specifically praised the high-speed coworking connection."
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere",
            "status": "green",
            "basis": "Review-summary signal",
            "stale": false,
            "evidence": [
              {
                "id": "80bbfc6940b15b7c9669bdca53b377255d13ddb2e64ac7f20e6ec6b87c02ccfe",
                "propertyId": "nomads-rooftop-cancun",
                "topic": "social_atmosphere",
                "sentiment": "positive",
                "summary": "Solo travelers repeatedly say the rooftop, common areas and organized activities make meeting people easy.",
                "source": {
                  "platform": "Tripadvisor",
                  "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d12819938-Reviews-Nomads_Hostel_Hotel_Rooftop_Pool-Cancun_Yucatan_Peninsula.html"
                },
                "reviewDate": null,
                "observedAt": "2026-09-22",
                "evidenceType": "review_summary",
                "independentReviewCount": 2,
                "confidence": "moderate",
                "scope": "Recurring among visible solo-traveler reviews; atmosphere can vary with occupancy and event schedule.",
                "sourceReviewId": null,
                "retention": "paraphrase_only"
              }
            ],
            "summary": "Solo travelers repeatedly say the rooftop, common areas and organized activities make meeting people easy."
          }
        ],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          }
        ],
        "checked": "2026-09-22",
        "coverage": {
          "propertyId": "nomads-rooftop-cancun",
          "checkedTopics": [
            "cleanliness",
            "social_atmosphere",
            "room_noise",
            "wifi"
          ],
          "unverifiedTopics": [
            "shower_pressure",
            "hot_water",
            "fees",
            "deposit_refunds",
            "queues"
          ],
          "notes": "The downtown Avenida Carlos Nader property was used; similarly named Nomads properties were excluded."
        }
      }
    },
    {
      "id": "city-express-marriott-cancun-aeropuerto",
      "name": "City Express by Marriott Cancun Aeropuerto",
      "kind": "hotel",
      "area": "airport",
      "category": "Airport hotel",
      "summary": "A practical airport-corridor hotel with a pool, airport shuttle and complimentary breakfast.",
      "facts": [
        "Marriott places the hotel 1.8 km from Cancún International Airport.",
        "The operator lists an outdoor pool, airport shuttle, restaurant and complimentary American breakfast."
      ],
      "official": "https://www.marriott.com/en-us/hotels/cunxa-city-express-cancun-aeropuerto/overview/",
      "sources": [
        {
          "label": "Marriott official property page",
          "url": "https://www.marriott.com/en-us/hotels/cunxa-city-express-cancun-aeropuerto/overview/"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-City-Express-By-Marriott-Cancun-Aeropuerto.h100695175.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/airport/mx/cun.html",
          "label": "Published 3-star property class"
        }
      ],
      "coordinates": {
        "lat": 21.04623,
        "lng": -86.85009,
        "source": "https://www.expedia.com/Cancun-Hotels-City-Express-By-Marriott-Cancun-Aeropuerto.h100695175.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; address matches Marriott."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": null
      },
      "amenitySources": {
        "pool": [
          "https://www.marriott.com/en-us/hotels/cunxa-city-express-cancun-aeropuerto/overview/"
        ],
        "air_conditioning": [
          "https://www.expedia.com/Cancun-Hotels-City-Express-By-Marriott-Cancun-Aeropuerto.h100695175.Hotel-Information"
        ],
        "wifi": [
          "https://www.marriott.com/en-us/hotels/cunxa-city-express-cancun-aeropuerto/overview/"
        ]
      },
      "adultsOnly": null,
      "mealPlan": "unknown",
      "mealPlanNote": "Complimentary American breakfast is included according to Marriott; the profile enum has no included-breakfast value.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "Marriott places the hotel 1.8 km from Cancún International Airport. The hotel lists an outdoor pool, airport shuttle, restaurant and complimentary American breakfast.",
      "nearby": [],
      "rating": {
        "score": 8.1,
        "raw": 8.05,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 7.9,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 7.9
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-City-Express-By-Marriott-Cancun-Aeropuerto.h100695175.Hotel-Information?equalTargetTab=tab-5",
            "score": 8.2,
            "scale": 10,
            "count": 1029,
            "date": "2026-09-22",
            "coverage": "Overall guest score and count visible together; airport property at Blvd Luis Donaldo Colosio LT03, Santa Anna/SM301. Source crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.2
          }
        ],
        "spread": 0.3,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 7.9,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 7.9
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-City-Express-By-Marriott-Cancun-Aeropuerto.h100695175.Hotel-Information?equalTargetTab=tab-5",
            "score": 8.2,
            "scale": 10,
            "count": 1029,
            "date": "2026-09-22",
            "coverage": "Overall guest score and count visible together; airport property at Blvd Luis Donaldo Colosio LT03, Santa Anna/SM301. Source crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.2
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 22,
          "total": 29,
          "tied": false,
          "index": 7,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.05,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "Complimentary American breakfast is included according to Marriott; the profile enum has no included-breakfast value.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 3,
        "source": "https://www.booking.com/airport/mx/cun.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "mex-hoteles",
      "name": "Mex Hoteles",
      "kind": "hotel",
      "area": "downtown",
      "category": "City hotel",
      "summary": "A downtown hotel near the ADO station with a rooftop pool, restaurants and a bar.",
      "facts": [
        "The exact branch is at Avenida Carlos Nader 28 in downtown Cancún.",
        "The operator lists a swimming pool, gym, restaurant, coffee shop and free Wi-Fi."
      ],
      "official": "https://mexhoteles.com.mx/index-en.php",
      "sources": [
        {
          "label": "Mex Hoteles official site",
          "url": "https://mexhoteles.com.mx/index-en.php"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Mex-Hoteles.h66597429.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/hotel/mx/gamma-cancun-centro.html",
          "label": "Published 4-star property class"
        }
      ],
      "coordinates": {
        "lat": 21.16712,
        "lng": -86.82442,
        "source": "https://www.expedia.com/Cancun-Hotels-Mex-Hoteles.h66597429.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; street address matches the operator."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://mexhoteles.com.mx/index-en.php"
        ],
        "air_conditioning": [
          "https://www.expedia.com/Cancun-Hotels-Mex-Hoteles.h66597429.Hotel-Information"
        ],
        "wifi": [
          "https://mexhoteles.com.mx/index-en.php"
        ],
        "onsite_bar": [
          "https://www.expedia.com/Cancun-Hotels-Mex-Hoteles.h66597429.Hotel-Information"
        ]
      },
      "adultsOnly": null,
      "mealPlan": "breakfast_optional",
      "mealPlanNote": "Public rate material shows both room-only and breakfast-inclusive options; confirm the selected rate.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The exact branch is at Avenida Carlos Nader 28 in downtown Cancún. The hotel lists a swimming pool, gym, restaurant, coffee shop and free Wi-Fi.",
      "nearby": [],
      "rating": {
        "score": 7.8,
        "raw": 7.75,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 7.5,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 7.5
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Mex-Hoteles.h66597429.Hotel-Information",
            "score": 8,
            "scale": 10,
            "count": 565,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary under Mex Hoteles, not room-type or suggested-property ratings; Downtown Cancun identity. Snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8
          }
        ],
        "spread": 0.5,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 7.5,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 7.5
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Mex-Hoteles.h66597429.Hotel-Information",
            "score": 8,
            "scale": 10,
            "count": 565,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary under Mex Hoteles, not room-type or suggested-property ratings; Downtown Cancun identity. Snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 25,
          "total": 29,
          "tied": false,
          "index": 6.7,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 7.75,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "Public rate material shows both room-only and breakfast-inclusive options; confirm the selected rate.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 4,
        "source": "https://www.booking.com/hotel/mx/gamma-cancun-centro.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "hilton-garden-inn-cancun-airport",
      "name": "Hilton Garden Inn Cancun Airport",
      "kind": "hotel",
      "area": "airport",
      "category": "Airport hotel",
      "summary": "An airport-terminal hotel with a rooftop pool, shuttle, restaurant and full bar.",
      "facts": [
        "Hilton locates the hotel at the airport, in front of Terminal 2.",
        "The operator lists a complimentary airport shuttle, outdoor pool, restaurant, drinks and free Wi-Fi."
      ],
      "official": "https://www.hilton.com/en/hotels/cunrogi-hilton-garden-inn-cancun-airport/",
      "sources": [
        {
          "label": "Hilton official property page",
          "url": "https://www.hilton.com/en/hotels/cunrogi-hilton-garden-inn-cancun-airport/"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Hilton-Garden-Inn-Cancun-Airport.h71554881.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/placestostay/airport/mx/cun.en-gb.html",
          "label": "Published 4-star property class"
        }
      ],
      "coordinates": {
        "lat": 21.04467,
        "lng": -86.87184,
        "source": "https://www.expedia.com/Cancun-Hotels-Hilton-Garden-Inn-Cancun-Airport.h71554881.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; airport address matches Hilton."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.hilton.com/en/hotels/cunrogi-hilton-garden-inn-cancun-airport/"
        ],
        "air_conditioning": [
          "https://www.expedia.com/Cancun-Hotels-Hilton-Garden-Inn-Cancun-Airport.h71554881.Hotel-Information"
        ],
        "wifi": [
          "https://www.hilton.com/en/hotels/cunrogi-hilton-garden-inn-cancun-airport/"
        ],
        "onsite_bar": [
          "https://www.hilton.com/en/hotels/cunrogi-hilton-garden-inn-cancun-airport/"
        ]
      },
      "adultsOnly": null,
      "mealPlan": "breakfast_optional",
      "mealPlanNote": "Hilton advertises cooked-to-order breakfast; inclusion depends on the booked rate.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "Hilton locates the hotel at the airport, in front of Terminal 2. The hotel lists a complimentary airport shuttle, outdoor pool, restaurant, drinks and free Wi-Fi.",
      "nearby": [],
      "rating": {
        "score": 8.4,
        "raw": 8.35,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.1,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.1
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hilton-Garden-Inn-Cancun-Airport.h71554881.Hotel-Information",
            "score": 8.6,
            "scale": 10,
            "count": 2769,
            "date": "2026-09-22",
            "coverage": "Overall guest score/count in Expedia Reviews section; Carr Cancun-Chetumal KM22 airport property. Source crawled on check date. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.6
          }
        ],
        "spread": 0.5,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.1,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.1
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hilton-Garden-Inn-Cancun-Airport.h71554881.Hotel-Information",
            "score": 8.6,
            "scale": 10,
            "count": 2769,
            "date": "2026-09-22",
            "coverage": "Overall guest score/count in Expedia Reviews section; Carr Cancun-Chetumal KM22 airport property. Source crawled on check date. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.6
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 17,
          "total": 29,
          "tied": true,
          "index": 7.3,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.35,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "Hilton advertises cooked-to-order breakfast; inclusion depends on the booked rate.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 4,
        "source": "https://www.booking.com/placestostay/airport/mx/cun.en-gb.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
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            "label": "Shower pressure"
          },
          {
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            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "lol-ha-cancun-hotel-boutique",
      "name": "LOL-HA Cancún Hotel Boutique",
      "kind": "hotel",
      "area": "airport",
      "category": "Boutique hotel",
      "summary": "A small boutique stay in Alfredo V. Bonfil with a pool and included continental breakfast.",
      "facts": [
        "The exact property is on Jesús Martínez Ross in the Alfredo V. Bonfil area.",
        "Expedia lists an outdoor pool, free in-room Wi-Fi and complimentary continental breakfast."
      ],
      "official": "https://lolhahotel.com/",
      "sources": [
        {
          "label": "LOL-HA official site",
          "url": "https://lolhahotel.com/"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-LOL-HA-Hotel-Boutique.h76702369.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/hotel/mx/lol-ha-boutique-alfredo-v-bonfil.html",
          "label": "Published 3-star property class"
        }
      ],
      "coordinates": {
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        "lng": -86.85932,
        "source": "https://www.expedia.com/Cancun-Hotels-LOL-HA-Hotel-Boutique.h76702369.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": null
      },
      "amenitySources": {
        "pool": [
          "https://www.expedia.com/Cancun-Hotels-LOL-HA-Hotel-Boutique.h76702369.Hotel-Information"
        ],
        "air_conditioning": [
          "https://www.expedia.com/Cancun-Hotels-LOL-HA-Hotel-Boutique.h76702369.Hotel-Information"
        ],
        "wifi": [
          "https://www.expedia.com/Cancun-Hotels-LOL-HA-Hotel-Boutique.h76702369.Hotel-Information"
        ]
      },
      "adultsOnly": null,
      "mealPlan": "unknown",
      "mealPlanNote": "Expedia lists complimentary continental breakfast; the profile enum has no included-breakfast value.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The exact property is on Jesús Martínez Ross in the Alfredo V. Bonfil area. Expedia lists an outdoor pool, free in-room Wi-Fi and complimentary continental breakfast.",
      "nearby": [],
      "rating": {
        "score": 8.4,
        "raw": 8.4,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-LOL-HA-Hotel-Boutique.h76702369.Hotel-Information",
            "score": 8.8,
            "scale": 10,
            "count": 243,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary; Expedia heading LOL-HA Cancun Boutique Hotel, title LOL HA Hotel Boutique Aeropuerto Cancun. Snapshot crawled two weeks before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.8
          }
        ],
        "spread": 0.8,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-LOL-HA-Hotel-Boutique.h76702369.Hotel-Information",
            "score": 8.8,
            "scale": 10,
            "count": 243,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary; Expedia heading LOL-HA Cancun Boutique Hotel, title LOL HA Hotel Boutique Aeropuerto Cancun. Snapshot crawled two weeks before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.8
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 15,
          "total": 29,
          "tied": true,
          "index": 7.5,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.4,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "Expedia lists complimentary continental breakfast; the profile enum has no included-breakfast value.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 3,
        "source": "https://www.booking.com/hotel/mx/lol-ha-boutique-alfredo-v-bonfil.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "beachscape-kin-ha-villas-suites",
      "name": "Beachscape Kin Ha Villas & Suites",
      "kind": "hotel",
      "area": "punta",
      "category": "Beach hotel",
      "summary": "A family-oriented beach property at kilometre 8.5 with rooms, suites, villas and a pool.",
      "facts": [
        "The operator places the property on Boulevard Kukulcan at kilometre 8.5.",
        "Its room inventory spans standard rooms, one-bedroom suites and two- and three-bedroom villas."
      ],
      "official": "https://en.beachscape.com.mx/",
      "sources": [
        {
          "label": "Beachscape official site",
          "url": "https://en.beachscape.com.mx/"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Beachscape-Kin-Ha-Villas-Suites.h895806.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/hotel/mx/beachscape-kin-ha-villas-suites.html",
          "label": "Published 4-star property class"
        }
      ],
      "coordinates": {
        "lat": 21.13535,
        "lng": -86.75349,
        "source": "https://www.expedia.com/Cancun-Hotels-Beachscape-Kin-Ha-Villas-Suites.h895806.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; kilometre address matches the operator."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://en.beachscape.com.mx/"
        ],
        "beachfront": [
          "https://www.expedia.com/Cancun-Hotels-Beachscape-Kin-Ha-Villas-Suites.h895806.Hotel-Information"
        ],
        "air_conditioning": [
          "https://en.beachscape.com.mx/rooms/"
        ],
        "wifi": [
          "https://en.beachscape.com.mx/rooms/"
        ],
        "onsite_bar": [
          "https://www.expedia.com/Cancun-Hotels-Beachscape-Kin-Ha-Villas-Suites.h895806.Hotel-Information"
        ]
      },
      "adultsOnly": false,
      "mealPlan": "unknown",
      "mealPlanNote": "Restaurants are documented, but a standard meal-plan inclusion was not established.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "Family positioning is documented; no party-programming evidence was reviewed.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The hotel places the property on Boulevard Kukulcan at kilometre 8.5. Its room inventory spans standard rooms, one-bedroom suites and two- and three-bedroom villas.",
      "nearby": [],
      "rating": {
        "score": 8.5,
        "raw": 8.5,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.4,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.4
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Beachscape-Kin-Ha-Villas-Suites.h895806.Hotel-Information",
            "score": 8.6,
            "scale": 10,
            "count": 2080,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for named Beachscape property, not individual villa/room reviews. Crawled on check date. Expedia labels property an aparthotel. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.6
          }
        ],
        "spread": 0.2,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.4,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.4
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Beachscape-Kin-Ha-Villas-Suites.h895806.Hotel-Information",
            "score": 8.6,
            "scale": 10,
            "count": 2080,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for named Beachscape property, not individual villa/room reviews. Crawled on check date. Expedia labels property an aparthotel. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.6
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 12,
          "total": 29,
          "tied": false,
          "index": 7.7,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.5,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Families accepted; verify your room policy",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "Restaurants are documented, but a standard meal-plan inclusion was not established.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 4,
        "source": "https://www.booking.com/hotel/mx/beachscape-kin-ha-villas-suites.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "suites-malecon-cancun",
      "name": "Suites Malecon Cancun",
      "kind": "hotel",
      "area": "downtown",
      "category": "City hotel",
      "summary": "A downtown suite property connected to the Malecón Américas area, with a pool and apartment-style options.",
      "facts": [
        "The official site gives the address as Avenida Bonampak, Supermanzana 6.",
        "Accommodation ranges from standard rooms to furnished multi-bedroom suites with kitchens."
      ],
      "official": "https://www.suitesmaleconcancun.com.mx/",
      "sources": [
        {
          "label": "Suites Malecon official site",
          "url": "https://www.suitesmaleconcancun.com.mx/"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Suites-Malecon-Cancun.h9785512.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/hotel/mx/suites-malecon-cancun.html",
          "label": "Published 4-star property class"
        }
      ],
      "coordinates": {
        "lat": 21.14829,
        "lng": -86.82191,
        "source": "https://www.expedia.com/Cancun-Hotels-Suites-Malecon-Cancun.h9785512.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; downtown address matches the operator."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": null
      },
      "amenitySources": {
        "pool": [
          "https://www.suitesmaleconcancun.com.mx/"
        ],
        "air_conditioning": [
          "https://www.suitesmaleconcancun.com.mx/us/rooms-and-suites/"
        ],
        "wifi": [
          "https://www.suitesmaleconcancun.com.mx/"
        ]
      },
      "adultsOnly": null,
      "mealPlan": "room_only",
      "mealPlanNote": "The property is presented as room and suite accommodation; no included meal plan was observed.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The official site gives the address as Avenida Bonampak, Supermanzana 6. Accommodation ranges from standard rooms to furnished multi-bedroom suites with kitchens.",
      "nearby": [],
      "rating": {
        "score": 8.1,
        "raw": 8.1,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Suites-Malecon-Cancun.h9785512.Hotel-Information?equalTargetTab=tab-1",
            "score": 8.2,
            "scale": 10,
            "count": 1114,
            "date": "2026-09-22",
            "coverage": "Overall property score and count visible together; current search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.2
          }
        ],
        "spread": 0.2,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Suites-Malecon-Cancun.h9785512.Hotel-Information?equalTargetTab=tab-1",
            "score": 8.2,
            "scale": 10,
            "count": 1114,
            "date": "2026-09-22",
            "coverage": "Overall property score and count visible together; current search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.2
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 21,
          "total": 29,
          "tied": false,
          "index": 7.1,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.1,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "The property is presented as room and suite accommodation; no included meal plan was observed.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 4,
        "source": "https://www.booking.com/hotel/mx/suites-malecon-cancun.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "hyatt-place-cancun-airport",
      "name": "Hyatt Place Cancun Airport",
      "kind": "hotel",
      "area": "airport",
      "category": "Airport hotel",
      "summary": "A modern airport hotel with a pool, shuttle, restaurant and private rooms and suites.",
      "facts": [
        "Hyatt describes 156 rooms and suites at this Cancún airport branch.",
        "Expedia lists a pool, airport shuttle, restaurant and free Wi-Fi."
      ],
      "official": "https://www.hyatt.com/hyatt-place/en-US/cunza-hyatt-place-cancun-airport",
      "sources": [
        {
          "label": "Hyatt official property page",
          "url": "https://www.hyatt.com/hyatt-place/en-US/cunza-hyatt-place-cancun-airport"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Hyatt-Place-Cancun-Airport.h119188667.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/fourstars/city/mx/cancun.en-gb.html",
          "label": "Published 4-star property class"
        }
      ],
      "coordinates": {
        "lat": 21.04246,
        "lng": -86.85036,
        "source": "https://www.expedia.com/Cancun-Hotels-Hyatt-Place-Cancun-Airport.h119188667.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
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        "onsite_bar": null
      },
      "amenitySources": {
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          "https://www.expedia.com/Cancun-Hotels-Hyatt-Place-Cancun-Airport.h119188667.Hotel-Information"
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      },
      "adultsOnly": null,
      "mealPlan": "unknown",
      "mealPlanNote": "No stable meal inclusion was verified in this basic pass.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "Hyatt describes 156 rooms and suites at this Cancún airport branch. Expedia lists a pool, airport shuttle, restaurant and free Wi-Fi.",
      "nearby": [],
      "rating": {
        "score": 8.8,
        "raw": 8.8,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.4,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.4
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hyatt-Place-Cancun-Airport.h119188667.Hotel-Information",
            "score": 9.2,
            "scale": 10,
            "count": 1556,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for exact Airport hotel; snapshot crawled five days before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 9.2
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        "spread": 0.8,
        "allSources": [
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            "score": 8.4,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.4
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hyatt-Place-Cancun-Airport.h119188667.Hotel-Information",
            "score": 9.2,
            "scale": 10,
            "count": 1556,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for exact Airport hotel; snapshot crawled five days before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 9.2
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 7,
          "total": 29,
          "tied": false,
          "index": 8.1,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.8,
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          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "No stable meal inclusion was verified in this basic pass.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
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      "luxury": false,
      "starClass": {
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        "checked": "2026-09-23"
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      "reviewFlags": {
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          {
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            "label": "Air conditioning"
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            "label": "Room noise"
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            "label": "Cleanliness"
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            "label": "Damp & mold"
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          {
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            "label": "Wi-Fi"
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          {
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            "label": "Extra charges"
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          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
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          {
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            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
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          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
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          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
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        ],
        "checked": "2026-09-22",
        "coverage": null
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    },
    {
      "id": "hotel-parador",
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      "category": "City hotel",
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        "Expedia lists an outdoor pool, restaurant, breakfast for a fee and a bar."
      ],
      "official": null,
      "sources": [
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          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Parador.h9033285.Hotel-Information"
        },
        {
          "label": "Kavia Hotels hotel directory",
          "url": "https://book.omnibees.com/chain/8402/contacts?currencyId=16&lang=es-ES"
        },
        {
          "url": "https://www.booking.com/threestars/city/mx/cancun.en-gb.html",
          "label": "Published 3-star property class"
        }
      ],
      "coordinates": {
        "lat": 21.16247,
        "lng": -86.8254,
        "source": "https://www.expedia.com/Cancun-Hotels-Hotel-Parador.h9033285.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.expedia.com/Cancun-Hotels-Hotel-Parador.h9033285.Hotel-Information"
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        "air_conditioning": [
          "https://www.expedia.com/Cancun-Hotels-Hotel-Parador.h9033285.Hotel-Information"
        ],
        "wifi": [
          "https://www.expedia.com/Cancun-Hotels-Hotel-Parador.h9033285.Hotel-Information"
        ],
        "onsite_bar": [
          "https://www.expedia.com/Cancun-Hotels-Hotel-Parador.h9033285.Hotel-Information"
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      },
      "adultsOnly": null,
      "mealPlan": "breakfast_optional",
      "mealPlanNote": "Breakfast is available for a fee according to Expedia.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No exact standalone hotel page was verified; no party-programming evidence was reviewed.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The exact branch address is Avenida Tulum 26, Supermanzana 5. Expedia lists an outdoor pool, restaurant, breakfast for a fee and a bar.",
      "nearby": [],
      "rating": {
        "score": 7.6,
        "raw": 7.6,
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          {
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            "score": 8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Parador.h9033285.Hotel-Information",
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            "scale": 10,
            "count": 933,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for Hotel Parador Cancun. Snapshot crawled day before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
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        ],
        "spread": 0.8,
        "allSources": [
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            "score": 8,
            "scale": 10,
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          },
          {
            "label": "Expedia guest reviews",
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            "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Parador.h9033285.Hotel-Information",
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            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for Hotel Parador Cancun. Snapshot crawled day before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.199999999999999
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        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 26,
          "total": 29,
          "tied": true,
          "index": 6.5,
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          "sourceScore": 7.6,
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          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
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          "includes": "Breakfast is available for a fee according to Expedia.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
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            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
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            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
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            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
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        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 3,
        "source": "https://www.booking.com/threestars/city/mx/cancun.en-gb.html",
        "checked": "2026-09-23"
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      "reviewFlags": {
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            "label": "Hot water"
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          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
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          {
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            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
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          {
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          {
            "topic": "wifi",
            "label": "Wi-Fi"
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          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
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          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
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          {
            "topic": "service",
            "label": "Service"
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          {
            "topic": "sleep_comfort",
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          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
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        ],
        "checked": "2026-09-22",
        "coverage": null
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    },
    {
      "id": "ibis-cancun-centro",
      "name": "Ibis Cancun Centro",
      "kind": "hotel",
      "area": "downtown",
      "category": "City hotel",
      "summary": "A central business-district ibis with a restaurant, 24-hour bar service and optional breakfast.",
      "facts": [
        "Accor locates the hotel at Avenida Tulum and Nichupté, near Plaza Las Américas.",
        "The operator lists 190 rooms, free Wi-Fi, restaurant and a 24-hour snack bar."
      ],
      "official": "https://all.accor.com/hotel/7118/index.en.shtml",
      "sources": [
        {
          "label": "Accor official property page",
          "url": "https://all.accor.com/hotel/7118/index.en.shtml"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Ibis-Cancun-Centro.h4297727.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/threestars/district/mx/cancun/downtown.html",
          "label": "Published 3-star property class"
        }
      ],
      "coordinates": {
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        "lng": -86.82484,
        "source": "https://www.expedia.com/Cancun-Hotels-Ibis-Cancun-Centro.h4297727.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; street address matches Accor."
      },
      "image": null,
      "amenities": {
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        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
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        "wifi": [
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        ],
        "onsite_bar": [
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      },
      "adultsOnly": null,
      "mealPlan": "breakfast_optional",
      "mealPlanNote": "A daily breakfast buffet is offered; inclusion depends on the selected rate.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
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      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "Accor locates the hotel at Avenida Tulum and Nichupté, near Plaza Las Américas. The hotel lists 190 rooms, free Wi-Fi, restaurant and a 24-hour snack bar.",
      "nearby": [],
      "rating": {
        "score": 8.4,
        "raw": 8.4,
        "sources": [
          {
            "label": "Booking.com",
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            "score": 8.2,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.2
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Ibis-Cancun-Centro.h4297727.Hotel-Information?equalTargetTab=tab-0",
            "score": 8.6,
            "scale": 10,
            "count": 1274,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Ibis Cancun Centro, Av Tulum y Nichupte, Downtown Cancun. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.6
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        ],
        "spread": 0.4,
        "allSources": [
          {
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            "score": 8.2,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.2
          },
          {
            "label": "Expedia guest reviews",
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            "url": "https://www.expedia.com/Cancun-Hotels-Ibis-Cancun-Centro.h4297727.Hotel-Information?equalTargetTab=tab-0",
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            "count": 1274,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Ibis Cancun Centro, Av Tulum y Nichupte, Downtown Cancun. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.6
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 15,
          "total": 29,
          "tied": true,
          "index": 7.5,
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          "platform": "Multi-source guest ratings",
          "sourceScore": 8.4,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
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          "includes": "A daily breakfast buffet is offered; inclusion depends on the selected rate.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 3,
        "source": "https://www.booking.com/threestars/district/mx/cancun/downtown.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
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          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
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          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
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          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
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          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "la-villa-du-golf-cancun",
      "name": "La Villa du Golf à Cancun Hotel Boutique",
      "kind": "hotel",
      "area": "punta",
      "category": "Boutique hotel",
      "summary": "A small boutique hotel on the lagoon side of the Hotel Zone with a pool and optional breakfast.",
      "facts": [
        "The exact property is at Quetzal 32, Boulevard Kukulcan kilometre 7.5.",
        "The operator documents individually styled rooms, an outdoor pool, free Wi-Fi and air conditioning."
      ],
      "official": "https://lavilladugolfacancun.com/en",
      "sources": [
        {
          "label": "La Villa du Golf official site",
          "url": "https://lavilladugolfacancun.com/en"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-La-Villa-Du-Golf-A-Cancun.h11971112.Hotel-Information"
        }
      ],
      "coordinates": {
        "lat": 21.13158,
        "lng": -86.7589,
        "source": "https://www.expedia.com/Cancun-Hotels-La-Villa-Du-Golf-A-Cancun.h11971112.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": null
      },
      "amenitySources": {
        "pool": [
          "https://lavilladugolfacancun.com/en"
        ],
        "air_conditioning": [
          "https://lavilladugolfacancun.com/en"
        ],
        "wifi": [
          "https://lavilladugolfacancun.com/en"
        ]
      },
      "adultsOnly": null,
      "mealPlan": "breakfast_optional",
      "mealPlanNote": "The hotel offers homemade breakfast; inclusion should be checked against the booked rate.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "Nearby nightlife is mentioned by the hotel, but no on-site party programme was verified.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The exact property is at Quetzal 32, Boulevard Kukulcan kilometre 7.5. The hotel documents individually styled rooms, an outdoor pool, free Wi-Fi and air conditioning.",
      "nearby": [],
      "rating": {
        "score": 9.2,
        "raw": 9.2,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-La-Villa-Du-Golf-A-Cancun.h11971112.Hotel-Information?equalTargetTab=tab-2",
            "score": 9.6,
            "scale": 10,
            "count": 345,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for La Villa du Golf a Cancun; search snapshot crawled in prior month. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 9.6
          }
        ],
        "spread": 0.8,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-La-Villa-Du-Golf-A-Cancun.h11971112.Hotel-Information?equalTargetTab=tab-2",
            "score": 9.6,
            "scale": 10,
            "count": 345,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for La Villa du Golf a Cancun; search snapshot crawled in prior month. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 9.6
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 2,
          "total": 29,
          "tied": false,
          "index": 8.8,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 9.2,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "The hotel offers homemade breakfast; inclusion should be checked against the booked rate.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 4,
        "source": "https://www.expedia.com/Cancun-Hotels-La-Villa-Du-Golf-A-Cancun.h11971112.Hotel-Information",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "holiday-inn-club-vacations-royal-cancun",
      "name": "Holiday Inn Club Vacations The Royal Cancun All Inclusive",
      "kind": "hotel",
      "area": "north",
      "category": "Beach hotel",
      "summary": "A family-focused north-shore beach resort with villa accommodation, pools and all-inclusive rental rates.",
      "facts": [
        "The exact resort is at Boulevard Kukulcan kilometre 4.5 on Cancún's north shore.",
        "IHG documents two-bedroom villas, two pools, a sheltered beach and all-inclusive dining for rental stays."
      ],
      "official": "https://www.ihg.com/holidayinnclubvacations/hotels/us/en/cancun/cunrn/hoteldetail",
      "sources": [
        {
          "label": "IHG official property page",
          "url": "https://www.ihg.com/holidayinnclubvacations/hotels/us/en/cancun/cunrn/hoteldetail"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-The-Royal-Cancun-All-Villas-Resort-All-Inclusive.h18904781.Hotel-Information"
        }
      ],
      "coordinates": {
        "lat": 21.14372,
        "lng": -86.78375,
        "source": "https://www.expedia.com/Cancun-Hotels-The-Royal-Cancun-All-Villas-Resort-All-Inclusive.h18904781.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; kilometre address matches IHG."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": null,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.ihg.com/holidayinnclubvacations/hotels/us/en/cancun/cunrn/hoteldetail"
        ],
        "beachfront": [
          "https://www.ihg.com/holidayinnclubvacations/hotels/us/en/cancun/cunrn/hoteldetail"
        ],
        "wifi": [
          "https://www.ihg.com/holidayinnclubvacations/hotels/us/en/cancun/cunrn/hoteldetail"
        ],
        "onsite_bar": [
          "https://www.ihg.com/holidayinnclubvacations/hotels/us/en/cancun/cunrn/hoteldetail"
        ]
      },
      "adultsOnly": false,
      "mealPlan": "all_inclusive",
      "mealPlanNote": "IHG says all-inclusive is built into rental nightly rates; room-only bookings may be available through the contact centre.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "The hotel positions this as a family resort; no party-programming evidence was reviewed.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The exact resort is at Boulevard Kukulcan kilometre 4.5 on Cancún's north shore. IHG documents two-bedroom villas, two pools, a sheltered beach and all-inclusive dining for rental stays.",
      "nearby": [],
      "rating": {
        "score": 8.8,
        "raw": 8.75,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.7,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.7
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-The-Royal-Cancun-All-Villas-Resort-All-Inclusive.h18904781.Hotel-Information",
            "score": 8.8,
            "scale": 10,
            "count": 1167,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for Holiday Inn Club Vacations The Royal Cancun by IHG - All inclusive, Expedia property 18904781. Uses the current all-inclusive listing, not separate Royal Cancun All Suites property 1159480. Direct page snapshot crawled on check date. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.8
          }
        ],
        "spread": 0.1,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.7,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.7
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-The-Royal-Cancun-All-Villas-Resort-All-Inclusive.h18904781.Hotel-Information",
            "score": 8.8,
            "scale": 10,
            "count": 1167,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for Holiday Inn Club Vacations The Royal Cancun by IHG - All inclusive, Expedia property 18904781. Uses the current all-inclusive listing, not separate Royal Cancun All Suites property 1159480. Direct page snapshot crawled on check date. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.8
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 9,
          "total": 29,
          "tied": false,
          "index": 7.9,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.75,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Families accepted; verify your room policy",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "All-inclusive · confirm rate details",
          "includes": "IHG says all-inclusive is built into rental nightly rates; room-only bookings may be available through the contact centre.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": null,
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "wyndham-garden-cancun-downtown",
      "name": "Wyndham Garden Cancun Downtown",
      "kind": "hotel",
      "area": "downtown",
      "category": "City hotel",
      "summary": "A full-service downtown hotel with an outdoor pool, restaurant and bar near Malecón Américas.",
      "facts": [
        "Wyndham gives the branch address as Avenida Tulum 220, Manzana 14, Lote 2.",
        "The operator documents an outdoor pool, on-site restaurant, bar and free Wi-Fi."
      ],
      "official": "https://www.wyndhamhotels.com/wyndham-garden/cancun-mexico/wyndham-garden-cancun-downtown/overview",
      "sources": [
        {
          "label": "Wyndham official property page",
          "url": "https://www.wyndhamhotels.com/wyndham-garden/cancun-mexico/wyndham-garden-cancun-downtown/overview"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Wyndham-Garden-Cancun-Downtown.h4411896.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/hotel/mx/la-quinta-inn.html",
          "label": "Published 4-star property class"
        }
      ],
      "coordinates": {
        "lat": 21.15194,
        "lng": -86.82464,
        "source": "https://www.expedia.com/Cancun-Hotels-Wyndham-Garden-Cancun-Downtown.h4411896.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; address matches Wyndham."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.wyndhamhotels.com/wyndham-garden/cancun-mexico/wyndham-garden-cancun-downtown/overview"
        ],
        "air_conditioning": [
          "https://www.expedia.com/Cancun-Hotels-Wyndham-Garden-Cancun-Downtown.h4411896.Hotel-Information"
        ],
        "wifi": [
          "https://www.wyndhamhotels.com/wyndham-garden/cancun-mexico/wyndham-garden-cancun-downtown/overview"
        ],
        "onsite_bar": [
          "https://www.wyndhamhotels.com/wyndham-garden/cancun-mexico/wyndham-garden-cancun-downtown/overview"
        ]
      },
      "adultsOnly": null,
      "mealPlan": "breakfast_optional",
      "mealPlanNote": "A breakfast buffet is offered; inclusion depends on the selected rate.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "Wyndham gives the branch address as Avenida Tulum 220, Manzana 14, Lote 2. The hotel documents an outdoor pool, on-site restaurant, bar and free Wi-Fi.",
      "nearby": [],
      "rating": {
        "score": 8,
        "raw": 8,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Wyndham-Garden-Cancun-Downtown.h4411896.Hotel-Information?equalTargetTab=tab-1",
            "score": 8,
            "scale": 10,
            "count": 1002,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Wyndham Garden Cancun Downtown, Av Tulum SM4 MZA14 Lote2. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8
          }
        ],
        "spread": 0,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Wyndham-Garden-Cancun-Downtown.h4411896.Hotel-Information?equalTargetTab=tab-1",
            "score": 8,
            "scale": 10,
            "count": 1002,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Wyndham Garden Cancun Downtown, Av Tulum SM4 MZA14 Lote2. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 23,
          "total": 29,
          "tied": false,
          "index": 6.9,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "A breakfast buffet is offered; inclusion depends on the selected rate.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
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        "source": "https://www.booking.com/hotel/mx/la-quinta-inn.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "cyan-cancun-resort-spa",
      "name": "Cyan Cancun Resort & Spa",
      "kind": "hotel",
      "area": "south",
      "category": "Beach hotel",
      "summary": "A southern Hotel Zone beachfront resort with an infinity pool, spa and poolside food and drinks.",
      "facts": [
        "The exact property is at Boulevard Kukulcan kilometre 20.5.",
        "The operator documents direct beach access, an infinity pool, spa and air-conditioned rooms."
      ],
      "official": "https://www.cyancancun.com/en/",
      "sources": [
        {
          "label": "Cyan Cancun official site",
          "url": "https://www.cyancancun.com/en/"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Distinctive-Cancun-Hotel-Spa.h58187053.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/fourstars/district/mx/cancun/zonahotelera.en-gb.html",
          "label": "Published 4-star property class"
        }
      ],
      "coordinates": {
        "lat": 21.04727,
        "lng": -86.78249,
        "source": "https://www.expedia.com/Cancun-Hotels-Distinctive-Cancun-Hotel-Spa.h58187053.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; kilometre address matches the operator."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.cyancancun.com/en/"
        ],
        "beachfront": [
          "https://www.cyancancun.com/en/"
        ],
        "air_conditioning": [
          "https://www.cyancancun.com/en/"
        ],
        "wifi": [
          "https://www.expedia.com/Cancun-Hotels-Distinctive-Cancun-Hotel-Spa.h58187053.Hotel-Information"
        ],
        "onsite_bar": [
          "https://www.expedia.com/Cancun-Hotels-Distinctive-Cancun-Hotel-Spa.h58187053.Hotel-Information"
        ]
      },
      "adultsOnly": null,
      "mealPlan": "unknown",
      "mealPlanNote": "Food and drinks are available on site, but a standard meal-plan inclusion was not established.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The exact property is at Boulevard Kukulcan kilometre 20.5. The hotel documents direct beach access, an infinity pool, spa and air-conditioned rooms.",
      "nearby": [],
      "rating": {
        "score": 7.3,
        "raw": 7.25,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 6.9,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 6.9
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Distinctive-Cancun-Hotel-Spa.h58187053.Hotel-Information",
            "score": 7.6,
            "scale": 10,
            "count": 2263,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Cyan Cancun Resort & Spa, not room subratings. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.6
          }
        ],
        "spread": 0.7,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 6.9,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 6.9
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Distinctive-Cancun-Hotel-Spa.h58187053.Hotel-Information",
            "score": 7.6,
            "scale": 10,
            "count": 2263,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Cyan Cancun Resort & Spa, not room subratings. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.6
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 29,
          "total": 29,
          "tied": false,
          "index": 5.8,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 7.25,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "Food and drinks are available on site, but a standard meal-plan inclusion was not established.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 4,
        "source": "https://www.booking.com/fourstars/district/mx/cancun/zonahotelera.en-gb.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
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            "label": "Shower pressure"
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          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "ocean-dream-cancun-guruhotel",
      "name": "Ocean Dream Cancun by GuruHotel",
      "kind": "hotel",
      "area": "punta",
      "category": "Beach hotel",
      "summary": "A beachfront Hotel Zone property near Chac Mool and Forum beaches with pools, bars and spa services.",
      "facts": [
        "The exact property is on Boulevard Kukulcan at kilometre 9.",
        "Expedia documents a beachfront location, pool, restaurant, swim-up bar and two bars."
      ],
      "official": "https://oceandreamcancun.com/en/",
      "sources": [
        {
          "label": "Ocean Dream official site",
          "url": "https://oceandreamcancun.com/en/"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Ocean-Dream-Cancun-By-GuruHotel.h9450296.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/hotel/mx/ocean-dream-bpr.html",
          "label": "Published 4-star property class"
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      ],
      "coordinates": {
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        "lng": -86.74931,
        "source": "https://www.expedia.com/Cancun-Hotels-Ocean-Dream-Cancun-By-GuruHotel.h9450296.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": true,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
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      "amenitySources": {
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        ],
        "beachfront": [
          "https://www.expedia.com/Cancun-Hotels-Ocean-Dream-Cancun-By-GuruHotel.h9450296.Hotel-Information"
        ],
        "air_conditioning": [
          "https://www.expedia.com/Cancun-Hotels-Ocean-Dream-Cancun-By-GuruHotel.h9450296.Hotel-Information"
        ],
        "wifi": [
          "https://www.expedia.com/Cancun-Hotels-Ocean-Dream-Cancun-By-GuruHotel.h9450296.Hotel-Information"
        ],
        "onsite_bar": [
          "https://www.expedia.com/Cancun-Hotels-Ocean-Dream-Cancun-By-GuruHotel.h9450296.Hotel-Information"
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      },
      "adultsOnly": null,
      "mealPlan": "unknown",
      "mealPlanNote": "Restaurants and bars are documented, but a standard meal-plan inclusion was not established.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "The location is close to Punta Cancún nightlife, but no on-site party programme was verified.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
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      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The exact property is on Boulevard Kukulcan at kilometre 9. Expedia documents a beachfront location, pool, restaurant, swim-up bar and two bars.",
      "nearby": [],
      "rating": {
        "score": 7.6,
        "raw": 7.6,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 7.6,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 7.6
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Ocean-Dream-Cancun-By-GuruHotel.h9450296.Hotel-Information",
            "score": 7.6,
            "scale": 10,
            "count": 1068,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Ocean Dream Cancun by GuruHotel. Direct page snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.6
          }
        ],
        "spread": 0,
        "allSources": [
          {
            "label": "Booking.com",
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            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 7.6,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 7.6
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Ocean-Dream-Cancun-By-GuruHotel.h9450296.Hotel-Information",
            "score": 7.6,
            "scale": 10,
            "count": 1068,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Ocean Dream Cancun by GuruHotel. Direct page snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.6
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 26,
          "total": 29,
          "tied": true,
          "index": 6.5,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 7.6,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
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          "includes": "Restaurants and bars are documented, but a standard meal-plan inclusion was not established.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
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            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
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      "luxury": false,
      "starClass": {
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        "checked": "2026-09-23"
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      "reviewFlags": {
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            "topic": "shower_pressure",
            "label": "Shower pressure"
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          {
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            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "suites-gaby-cancun",
      "name": "Suites Gaby Cancun",
      "kind": "hotel",
      "area": "downtown",
      "category": "City hotel",
      "summary": "A small downtown hotel beside Mercado 28 with private rooms and an on-site restaurant.",
      "facts": [
        "The operator gives the address as Avenida Sunyaxchen, lots 46 and 47, Supermanzana 25.",
        "The official site documents air-conditioned rooms, free Wi-Fi and La Tortuga restaurant."
      ],
      "official": "https://www.suitesgaby.com.mx/es/",
      "sources": [
        {
          "label": "Suites Gaby official site",
          "url": "https://www.suitesgaby.com.mx/es/"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Suites-Gaby.h2723113.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/reviews/mx/hotel/suites-gaby.en-gb.html",
          "label": "Published 3-star property class"
        }
      ],
      "coordinates": {
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        "lng": -86.83265,
        "source": "https://www.expedia.com/Cancun-Hotels-Suites-Gaby.h2723113.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; address matches the operator."
      },
      "image": null,
      "amenities": {
        "pool": null,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": null
      },
      "amenitySources": {
        "air_conditioning": [
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        ],
        "wifi": [
          "https://www.suitesgaby.com.mx/es/"
        ]
      },
      "adultsOnly": false,
      "mealPlan": "unknown",
      "mealPlanNote": "Breakfast availability is documented, but sources differ on whether it is included; confirm the rate.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "The hotel describes a family-friendly hotel; no party-programming evidence was reviewed.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The hotel gives the address as Avenida Sunyaxchen, lots 46 and 47, Supermanzana 25. The official site documents air-conditioned rooms, free Wi-Fi and La Tortuga restaurant.",
      "nearby": [],
      "rating": {
        "score": 8.3,
        "raw": 8.3,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.6,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.6
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Suites-Gaby.h2723113.Hotel-Information?equalTargetTab=tab-1",
            "score": 8,
            "scale": 10,
            "count": 1002,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Suites Gaby Cancun. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8
          }
        ],
        "spread": 0.6,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.6,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.6
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Suites-Gaby.h2723113.Hotel-Information?equalTargetTab=tab-1",
            "score": 8,
            "scale": 10,
            "count": 1002,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Suites Gaby Cancun. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 20,
          "total": 29,
          "tied": false,
          "index": 7.1,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.3,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Families accepted; verify your room policy",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "Breakfast availability is documented, but sources differ on whether it is included; confirm the rate.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 3,
        "source": "https://www.booking.com/reviews/mx/hotel/suites-gaby.en-gb.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "hotel-xbalamque-boutique-spa",
      "name": "Hotel Xbalamqué Boutique & Spa",
      "kind": "hotel",
      "area": "downtown",
      "category": "Boutique hotel",
      "summary": "A Maya-themed downtown boutique hotel with a pool, spa, restaurants and a poolside bar.",
      "facts": [
        "The official address is Avenida Yaxchilán 31, Supermanzana 22.",
        "The operator documents a spa, restaurant and family room offer; Expedia adds an outdoor pool and poolside bar."
      ],
      "official": "https://hotelxbalamque.com/en/index.html",
      "sources": [
        {
          "label": "Hotel Xbalamque official site",
          "url": "https://hotelxbalamque.com/en/index.html"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Xbalamque-And-Spa.h70001.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/threestars/district/mx/cancun/downtown.html",
          "label": "Published 3-star property class"
        }
      ],
      "coordinates": {
        "lat": 21.16166,
        "lng": -86.82921,
        "source": "https://www.expedia.com/Cancun-Hotels-Hotel-Xbalamque-And-Spa.h70001.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; address matches the operator."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.expedia.com/Cancun-Hotels-Hotel-Xbalamque-And-Spa.h70001.Hotel-Information"
        ],
        "air_conditioning": [
          "https://www.expedia.com/Cancun-Hotels-Hotel-Xbalamque-And-Spa.h70001.Hotel-Information"
        ],
        "wifi": [
          "https://www.expedia.com/Cancun-Hotels-Hotel-Xbalamque-And-Spa.h70001.Hotel-Information"
        ],
        "onsite_bar": [
          "https://www.expedia.com/Cancun-Hotels-Hotel-Xbalamque-And-Spa.h70001.Hotel-Information"
        ]
      },
      "adultsOnly": false,
      "mealPlan": "breakfast_optional",
      "mealPlanNote": "Breakfast is available according to Expedia; inclusion depends on the selected rate.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "Family accommodation is documented; no party-programming evidence was reviewed.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The official address is Avenida Yaxchilán 31, Supermanzana 22. The hotel documents a spa, restaurant and family room offer; Expedia adds an outdoor pool and poolside bar.",
      "nearby": [],
      "rating": {
        "score": 7.3,
        "raw": 7.3,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 7.4,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 7.4
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Xbalamque-And-Spa.h70001.Hotel-Information",
            "score": 7.2,
            "scale": 10,
            "count": 1000,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Hotel Xbalamque Boutique & Spa. Direct page snapshot crawled day before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.199999999999999
          }
        ],
        "spread": 0.2,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 7.4,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 7.4
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Xbalamque-And-Spa.h70001.Hotel-Information",
            "score": 7.2,
            "scale": 10,
            "count": 1000,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Hotel Xbalamque Boutique & Spa. Direct page snapshot crawled day before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.199999999999999
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 28,
          "total": 29,
          "tied": false,
          "index": 6.2,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 7.3,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Families accepted; verify your room policy",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "Breakfast is available according to Expedia; inclusion depends on the selected rate.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 3,
        "source": "https://www.booking.com/threestars/district/mx/cancun/downtown.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
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          {
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            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "city-express-plus-cancun-aeropuerto-riviera",
      "name": "City Express Plus by Marriott Cancun Aeropuerto Riviera",
      "kind": "hotel",
      "area": "airport",
      "category": "Airport hotel",
      "summary": "An airport-corridor Marriott hotel with a pool, shuttle, restaurants, bar and included breakfast.",
      "facts": [
        "Marriott places the property 6.4 km from Cancún International Airport.",
        "The operator lists an outdoor pool, two restaurants, a bar, airport shuttle and complimentary breakfast."
      ],
      "official": "https://www.marriott.com/en-us/hotels/cunpo-city-express-plus-cancun-aeropuerto-riviera/overview/",
      "sources": [
        {
          "label": "Marriott official property page",
          "url": "https://www.marriott.com/en-us/hotels/cunpo-city-express-plus-cancun-aeropuerto-riviera/overview/"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-City-Express-Plus-Cancun-Aeropuerto-Riviera.h29380440.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/hotel/mx/city-express-plus-cancun-aeropuerto.html",
          "label": "Published 3-star property class"
        }
      ],
      "coordinates": {
        "lat": 20.98751,
        "lng": -86.86202,
        "source": "https://www.expedia.com/Cancun-Hotels-City-Express-Plus-Cancun-Aeropuerto-Riviera.h29380440.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; federal-highway address matches Marriott."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.marriott.com/en-us/hotels/cunpo-city-express-plus-cancun-aeropuerto-riviera/overview/"
        ],
        "air_conditioning": [
          "https://www.expedia.com/Cancun-Hotels-City-Express-Plus-Cancun-Aeropuerto-Riviera.h29380440.Hotel-Information"
        ],
        "wifi": [
          "https://www.marriott.com/en-us/hotels/cunpo-city-express-plus-cancun-aeropuerto-riviera/overview/"
        ],
        "onsite_bar": [
          "https://www.marriott.com/en-us/hotels/cunpo-city-express-plus-cancun-aeropuerto-riviera/overview/"
        ]
      },
      "adultsOnly": null,
      "mealPlan": "unknown",
      "mealPlanNote": "Complimentary breakfast is included according to Marriott; the profile enum has no included-breakfast value.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "Marriott places the property 6.4 km from Cancún International Airport. The hotel lists an outdoor pool, two restaurants, a bar, airport shuttle and complimentary breakfast.",
      "nearby": [],
      "rating": {
        "score": 7.9,
        "raw": 7.9,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-City-Express-Plus-Cancun-Aeropuerto-Riviera.h29380440.Hotel-Information",
            "score": 7.8,
            "scale": 10,
            "count": 1000,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for exact City Express Plus by Marriott Cancun Aeropuerto Riviera, Expedia property 29380440. Excludes conflicting obsolete City Suites property 29380400 and other City Express branches. Direct page snapshot crawled four days before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.800000000000001
          }
        ],
        "spread": 0.2,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-City-Express-Plus-Cancun-Aeropuerto-Riviera.h29380440.Hotel-Information",
            "score": 7.8,
            "scale": 10,
            "count": 1000,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for exact City Express Plus by Marriott Cancun Aeropuerto Riviera, Expedia property 29380440. Excludes conflicting obsolete City Suites property 29380400 and other City Express branches. Direct page snapshot crawled four days before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.800000000000001
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 24,
          "total": 29,
          "tied": false,
          "index": 6.8,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 7.9,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "Complimentary breakfast is included according to Marriott; the profile enum has no included-breakfast value.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 3,
        "source": "https://www.booking.com/hotel/mx/city-express-plus-cancun-aeropuerto.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "ixum-casa-hotel-boutique",
      "name": "Ixum, Casa Hotel Boutique",
      "kind": "hotel",
      "area": "downtown",
      "category": "Boutique hotel",
      "summary": "A four-room urban boutique house on Avenida Carlos Nader with a pool, restaurant, bar and cultural spaces.",
      "facts": [
        "The operator locates Casa Ixum at Avenida Carlos Nader 109.",
        "The official lodging page describes four rooms with a shared pool; the main site also documents a kitchen and leisure terrace."
      ],
      "official": "https://www.casaixum.com/",
      "sources": [
        {
          "label": "Casa Ixum official site",
          "url": "https://www.casaixum.com/"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-IXUM.h114117552.Hotel-Information"
        }
      ],
      "coordinates": {
        "lat": 21.15929,
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        "precision": "Exact property marker on the Expedia branch page; street number matches the operator."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
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        "air_conditioning": [
          "https://www.expedia.com/Cancun-Hotels-IXUM.h114117552.Hotel-Information"
        ],
        "wifi": [
          "https://www.expedia.com/Cancun-Hotels-IXUM.h114117552.Hotel-Information"
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        "onsite_bar": [
          "https://www.expedia.com/Cancun-Hotels-IXUM.h114117552.Hotel-Information"
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      },
      "adultsOnly": null,
      "mealPlan": "unknown",
      "mealPlanNote": "An on-site kitchen and restaurant are documented, but no standard meal inclusion was established.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "The hotel mentions cultural events and a leisure terrace, but party fit was not evaluated.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The hotel locates Casa Ixum at Avenida Carlos Nader 109. The official lodging page describes four rooms with a shared pool; the main site also documents a kitchen and leisure terrace.",
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      "rating": {
        "score": 9.4,
        "raw": 9.4,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
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            "score": 9.2,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 9.2
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-IXUM.h114117552.Hotel-Information",
            "score": 9.6,
            "scale": 10,
            "count": 14,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for IXUM, Av Carlos Nader 109; address matches Casa Ixum official site (https://www.casaixum.com/) and Booking Ixum, Casa Hotel Boutique. Very small sample: 14 reviews. Direct page snapshot crawled six days before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 9.6
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        "spread": 0.4,
        "allSources": [
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            "scale": 10,
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            "normalized": 9.2
          },
          {
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            "score": 9.6,
            "scale": 10,
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            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for IXUM, Av Carlos Nader 109; address matches Casa Ixum official site (https://www.casaixum.com/) and Booking Ixum, Casa Hotel Boutique. Very small sample: 14 reviews. Direct page snapshot crawled six days before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 9.6
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        ],
        "pros": [],
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        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
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          "total": 29,
          "tied": false,
          "index": 9.2,
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          "platform": "Multi-source guest ratings",
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          "sourceCount": 2,
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          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
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          "name": "Private room · confirm meal plan",
          "includes": "An on-site kitchen and restaurant are documented, but no standard meal inclusion was established.",
          "extras": "External clubs, special events and transport are not verified as included."
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      "party": {
        "dimensions": [
          {
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            "label": "On-site scene",
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            "sources": []
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            "id": "social",
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            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
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            "level": null,
            "note": "Not yet verified.",
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        "caveats": [
          "Party-specific research is not complete for this stay."
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        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
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          {
            "topic": "queues",
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          {
            "topic": "service",
            "label": "Service"
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          {
            "topic": "sleep_comfort",
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          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
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        ],
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    },
    {
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      "official": "https://www.hotelbonampak.com/index_en.html",
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        {
          "label": "Expedia property page",
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        },
        {
          "url": "https://www.booking.com/threestars/city/mx/cancun.en-gb.html",
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        "lng": -86.8219,
        "source": "https://www.expedia.com/Cancun-Hotels-Hotel-Bonampak.h15083296.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; street number matches the operator."
      },
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          "https://www.expedia.com/Cancun-Hotels-Hotel-Bonampak.h15083296.Hotel-Information"
        ],
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      },
      "adultsOnly": null,
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      "mealPlanNote": "No included meal plan was observed in the reviewed sources.",
      "roomTypes": [
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      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
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      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The hotel gives the exact address as Avenida Bonampak 225, Supermanzana 4, Manzana 9. Expedia lists an outdoor pool, free in-room Wi-Fi and air conditioning.",
      "nearby": [],
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            "score": 9,
            "scale": 10,
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            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 9
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          {
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            "scale": 10,
            "count": 1001,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Hotel Bonampak Cancun. Direct page snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
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        ],
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        "allSources": [
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            "normalized": 9
          },
          {
            "label": "Expedia guest reviews",
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            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Hotel Bonampak Cancun. Direct page snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 9.2
          }
        ],
        "pros": [],
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        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
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          "total": 29,
          "tied": false,
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        }
      },
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        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
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      ],
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            "sources": []
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            "note": "Not yet verified.",
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          {
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            "note": "Not yet verified.",
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        ],
        "confidence": "limited",
        "caveats": [
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          {
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          {
            "topic": "service",
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        ],
        "checked": "2026-09-22",
        "coverage": null
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    },
    {
      "id": "hotel-luma-by-kavia",
      "name": "Hotel Luma by Kavia",
      "kind": "hotel",
      "area": "downtown",
      "category": "City hotel",
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      "facts": [
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        "The operator booking page and Expedia document a restaurant, free Wi-Fi and air-conditioned rooms."
      ],
      "official": "https://book.omnibees.com/chain/8402/hotel/16653?currencyId=66&lang=en-US",
      "sources": [
        {
          "label": "Kavia hotel booking page",
          "url": "https://book.omnibees.com/chain/8402/hotel/16653?currencyId=66&lang=en-US"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Luma-By-Kavia.h61486629.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/city/mx/cancun.en-gb.html",
          "label": "Published 4-star property class"
        }
      ],
      "coordinates": {
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        "lng": -86.82669,
        "source": "https://www.expedia.com/Cancun-Hotels-Hotel-Luma-By-Kavia.h61486629.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page."
      },
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      "amenities": {
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        "onsite_bar": null
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      "amenitySources": {
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        "wifi": [
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      },
      "adultsOnly": null,
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      "roomTypes": [
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      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
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      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The exact property is on Calle Claveles in Supermanzana 22, near Las Palapas. The hotel booking page and Expedia document a restaurant, free Wi-Fi and air-conditioned rooms.",
      "nearby": [],
      "rating": {
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        "raw": 8.35,
        "sources": [
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            "score": 8.3,
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            "count": null,
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            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.3
          },
          {
            "label": "Expedia guest reviews",
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            "count": 535,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Hotel Luma by Kavia Cancun, Downtown Cancun. Search snapshot crawled day before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.4
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        ],
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        "allSources": [
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            "scale": 10,
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            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
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          },
          {
            "label": "Expedia guest reviews",
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            "coverage": "Overall property Reviews summary for Hotel Luma by Kavia Cancun, Downtown Cancun. Search snapshot crawled day before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.4
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
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          "tied": true,
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      },
      "inclusions": {
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        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
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      },
      "plans": [
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      ],
      "party": {
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          {
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          {
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            "sources": []
          },
          {
            "id": "access",
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            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
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            "level": null,
            "note": "Not yet verified.",
            "sources": []
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        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
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      "reviewFlags": {
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          {
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          {
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            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    },
    {
      "id": "hotel-kavia-plus",
      "name": "Hotel Kavia Plus",
      "kind": "hotel",
      "area": "downtown",
      "category": "City hotel",
      "summary": "A downtown hotel on Avenida Yaxchilán with a rooftop pool, restaurant and private rooms.",
      "facts": [
        "The operator places this branch on Avenida Yaxchilán in Supermanzana 22.",
        "Its official pages document 65 rooms, a rooftop pool, restaurant, gym and air conditioning."
      ],
      "official": "https://www.hotelkaviapluscancun.com/",
      "sources": [
        {
          "label": "Hotel Kavia Plus official site",
          "url": "https://www.hotelkaviapluscancun.com/"
        },
        {
          "label": "Expedia property page",
          "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Kavia-Plus.h61500633.Hotel-Information"
        },
        {
          "url": "https://www.booking.com/hotel/mx/kavia-plus.html",
          "label": "Published 4-star property class"
        }
      ],
      "coordinates": {
        "lat": 21.16089,
        "lng": -86.82915,
        "source": "https://www.expedia.com/Cancun-Hotels-Hotel-Kavia-Plus.h61500633.Hotel-Information",
        "precision": "Exact property marker on the Expedia branch page; address matches the operator."
      },
      "image": null,
      "amenities": {
        "pool": true,
        "beachfront": null,
        "air_conditioning": true,
        "wifi": true,
        "onsite_bar": true
      },
      "amenitySources": {
        "pool": [
          "https://www.hotelkaviapluscancun.com/habitaciones"
        ],
        "air_conditioning": [
          "https://www.hotelkaviapluscancun.com/habitaciones"
        ],
        "wifi": [
          "https://www.hotelkaviapluscancun.com/habitaciones"
        ],
        "onsite_bar": [
          "https://book.omnibees.com/hotelresults?c=8402&q=16617"
        ]
      },
      "adultsOnly": null,
      "mealPlan": "breakfast_optional",
      "mealPlanNote": "The hotel states that breakfast is available at additional cost.",
      "roomTypes": [
        "private"
      ],
      "partyStatus": "unverified",
      "caveat": "No party-programming evidence was reviewed; this is a basic stay profile.",
      "checked": "2026-09-22",
      "researchTier": "basic",
      "tags": [],
      "badges": [
        "Basic profile · party fit unverified"
      ],
      "highlight": "Compare the location and published facilities.",
      "activity": "The hotel places this branch on Avenida Yaxchilán in Supermanzana 22. Its official pages document 65 rooms, a rooftop pool, restaurant, gym and air conditioning.",
      "nearby": [],
      "rating": {
        "score": 8.4,
        "raw": 8.35,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.3,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.3
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Kavia-Plus.h61500633.Hotel-Information?equalTargetTab=tab-1",
            "score": 8.4,
            "scale": 10,
            "count": 590,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Hotel Kavia Plus Cancun, Av Yaxchilan Mza15 Lote13 SM22. Not Hotel Kavia Cancun or Hotel Luma by Kavia. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.4
          }
        ],
        "spread": 0.1,
        "allSources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.3,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.3
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Kavia-Plus.h61500633.Hotel-Information?equalTargetTab=tab-1",
            "score": 8.4,
            "scale": 10,
            "count": 590,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Hotel Kavia Plus Cancun, Av Yaxchilan Mza15 Lote13 SM22. Not Hotel Kavia Cancun or Hotel Luma by Kavia. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.4
          }
        ],
        "pros": [],
        "cons": [],
        "sentimentBasis": "Practical guest-review themes have not yet been researched for this additional hotel.",
        "coverage": "Basic property profile with two rating families; party fit remains unverified.",
        "area": {
          "rank": 17,
          "total": 29,
          "tied": true,
          "index": 7.3,
          "label": "Cancún",
          "platform": "Multi-source guest ratings",
          "sourceScore": 8.35,
          "sourceCount": 2,
          "minimum": 10,
          "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel."
        }
      },
      "inclusions": {
        "Party location": "On-site party programming not yet verified",
        "Entry": "Accommodation and external event admissions are separate unless the selected rate explicitly includes them.",
        "Drinks": "Verify the selected meal and drink plan",
        "Transport": "Nightlife transfers not verified",
        "Age": "Age policy not yet verified",
        "Rooms": "Private hotel rooms; exact rate conditions vary"
      },
      "plans": [
        {
          "id": "standard",
          "name": "Private room · confirm meal plan",
          "includes": "The hotel states that breakfast is available at additional cost.",
          "extras": "External clubs, special events and transport are not verified as included."
        }
      ],
      "party": {
        "dimensions": [
          {
            "id": "scene",
            "label": "On-site scene",
            "weight": 0.6,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "social",
            "label": "Social atmosphere",
            "weight": 0.2,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "access",
            "label": "Nights-out access",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          },
          {
            "id": "ease",
            "label": "Ease of joining",
            "weight": 0.1,
            "level": null,
            "note": "Not yet verified.",
            "sources": []
          }
        ],
        "confidence": "limited",
        "caveats": [
          "Party-specific research is not complete for this stay."
        ],
        "score": null,
        "coverage": 0,
        "label": "More evidence needed",
        "checked": null
      },
      "luxury": false,
      "starClass": {
        "value": 4,
        "source": "https://www.booking.com/hotel/mx/kavia-plus.html",
        "checked": "2026-09-23"
      },
      "reviewFlags": {
        "flags": [],
        "unverified": [
          {
            "topic": "shower_pressure",
            "label": "Shower pressure"
          },
          {
            "topic": "hot_water",
            "label": "Hot water"
          },
          {
            "topic": "air_conditioning",
            "label": "Air conditioning"
          },
          {
            "topic": "room_noise",
            "label": "Room noise"
          },
          {
            "topic": "cleanliness",
            "label": "Cleanliness"
          },
          {
            "topic": "damp_mold",
            "label": "Damp & mold"
          },
          {
            "topic": "wifi",
            "label": "Wi-Fi"
          },
          {
            "topic": "fees",
            "label": "Extra charges"
          },
          {
            "topic": "deposit_refunds",
            "label": "Deposits & refunds"
          },
          {
            "topic": "included_drinks",
            "label": "Drink inclusions"
          },
          {
            "topic": "queues",
            "label": "Queues & waits"
          },
          {
            "topic": "service",
            "label": "Service"
          },
          {
            "topic": "sleep_comfort",
            "label": "Beds & sleep"
          },
          {
            "topic": "social_atmosphere",
            "label": "Social atmosphere"
          }
        ],
        "checked": "2026-09-22",
        "coverage": null
      }
    }
  ],
  "experiences": [
    {
      "id": "coco-bongo-cancun",
      "name": "Coco Bongo Cancun",
      "kind": "experience",
      "area": "punta",
      "areaUnconfirmed": false,
      "category": "Show & nightclub",
      "tags": [
        "night"
      ],
      "badges": [
        "Separate ticket",
        "Night out"
      ],
      "summary": "A ticketed night of acrobatic performances, music and dancing in the Hotel Zone entertainment cluster.",
      "highlight": "Show entry and open bar depend on ticket category.",
      "caveat": "Ticket category, seating, drink inclusions and cancellation terms must be checked for the chosen date.",
      "activity": "A ticketed night of acrobatic performances, music and dancing in the Hotel Zone entertainment cluster.",
      "checked": "September 22, 2026",
      "official": "https://www.cocobongo.com/show/cancun/",
      "address": "Blvd. Kukulcan Km 9.5 #30, Plaza Forum By The Sea, Zona Hotelera, 77500 Cancun, Quintana Roo, Mexico",
      "sources": [
        {
          "url": "https://www.cocobongo.com/show/cancun/",
          "label": "Venue information"
        },
        {
          "url": "https://www.cocobongo.com/faq",
          "label": "Ticket terms / FAQ"
        }
      ],
      "inclusions": {
        "Party location": "Blvd. Kukulcan Km 9.5 #30, Plaza Forum By The Sea, Zona Hotelera, 77500 Cancun, Quintana Roo, Mexico",
        "Entry": "Separate paid admission. The venue FAQ describes general admission as show entry plus open bar; confirm the selected ticket's inclusions at checkout. No hostel inclusion verified.",
        "Drinks": "Check the selected ticket or table package",
        "Transport": "Not verified as included; arrange separately",
        "Age": "Adult-only entry; official Spanish FAQ says visitors must be over 18 and show current official photo ID. Check the venue if booking for someone exactly 18.",
        "Schedule": "Check current event calendar before booking"
      },
      "nearby": [],
      "coordinates": {
        "lat": 21.1327581,
        "lng": -86.7471027,
        "source": "https://maps.apple.com/place?_provider=9902&address=Blvd.+Kukulcan+Km+9.5%2C+Zona+Hotelera%2C+77500+Canc%C3%BAn+QROO%2C+M%C3%A9xico&coordinate=21.1327581%2C-86.7471027&name=Coco+Bongo&place-id=ID5154A8289FFDF2D",
        "operatorSource": "https://www.cocobongo.com/show/cancun/",
        "mapUrl": "https://maps.apple.com/place?place-id=ID5154A8289FFDF2D",
        "precision": "Verified Apple Maps nightclub venue pin at Forum by The Sea; not a surveyed entrance.",
        "verifiedOn": "2026-09-22",
        "recordName": "Coco Bongo",
        "recordAddress": "Blvd. Kukulcan Km 9.5, Zona Hotelera, 77500 Cancun QROO, Mexico",
        "note": "Apple Maps classifies this as Nightclub, Forum by The Sea, and links to cocobongo.com/show/cancun. The distinct Coco Bongo Beach Party Google result was excluded."
      },
      "subtype": "club",
      "image": null,
      "luxury": false
    },
    {
      "id": "mandala-cancun",
      "name": "Mandala Cancun",
      "kind": "experience",
      "area": "punta",
      "areaUnconfirmed": false,
      "category": "Nightclub",
      "tags": [
        "night"
      ],
      "badges": [
        "Separate ticket",
        "Night out"
      ],
      "summary": "An open-front nightclub with hip-hop, EDM and reggaeton, plus optional table and bottle-service bookings.",
      "highlight": "Admission and table packages vary.",
      "caveat": "Dress code applies; check the selected ticket's arrival deadline and event schedule.",
      "activity": "An open-front nightclub with hip-hop, EDM and reggaeton, plus optional table and bottle-service bookings.",
      "checked": "September 22, 2026",
      "official": "https://www.mandalanightclub.com/venues/cancun",
      "address": "KM 9.5, Blvd. Kukulcan 5, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R.",
      "sources": [
        {
          "url": "https://www.mandalanightclub.com/venues/cancun",
          "label": "Venue information"
        },
        {
          "url": "https://mandalatickets.com/es/cancun/disco/mandala",
          "label": "Ticket terms / FAQ"
        },
        {
          "url": "https://mandalatickets.com/info/faqs/en",
          "label": "Ticket terms / FAQ"
        }
      ],
      "inclusions": {
        "Party location": "KM 9.5, Blvd. Kukulcan 5, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R.",
        "Entry": "Separate paid access or table package. Package inclusions vary by date and booking option; drinks and a table should not be implied with basic admission.",
        "Drinks": "Check the selected ticket or table package",
        "Transport": "Not verified as included; arrange separately",
        "Age": "18+ with official photo ID unless an event explicitly states otherwise, under the venue's general policy.",
        "Schedule": "Check current event calendar before booking"
      },
      "nearby": [],
      "coordinates": {
        "lat": 21.1331663,
        "lng": -86.7469377,
        "source": "https://www.google.com/maps/embed?pb=!1m18!1m12!1m3!1d3721.483051270224!2d-86.74951262380561!3d21.133166280542582!2m3!1f0!2f0!3f0!3m2!1i1024!2i768!4f13.1!3m3!1m2!1s0x8f4c2898a0a9e54b%3A0xb293c2f5881121d0!2sMandala%20Nightclub!5e0!3m2!1sen!2smx!4v1769741330728!5m2!1sen!2smx",
        "operatorSource": "https://www.mandalanightclub.com/venues/cancun",
        "mapUrl": "https://www.google.com/maps/search/?api=1&query=Mandala+Nightclub+Cancun",
        "precision": "Verified named venue pin from the operator-linked Google Maps entity record; not the offset viewport center and not a surveyed entrance.",
        "verifiedOn": "2026-09-22",
        "recordName": "Mandala Nightclub",
        "recordAddress": "KM 9.5, Blvd. Kukulcan 5, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R."
      },
      "subtype": "club",
      "image": null,
      "luxury": false
    },
    {
      "id": "mandala-beach-cancun",
      "name": "Mandala Beach Cancun",
      "kind": "experience",
      "area": "punta",
      "areaUnconfirmed": false,
      "category": "Beach club & pool parties",
      "tags": [
        "day",
        "night"
      ],
      "badges": [
        "Separate ticket",
        "Day + scheduled nights"
      ],
      "summary": "A beachfront pool club with DJs during the day and separately scheduled nighttime pool parties.",
      "highlight": "Day and night are distinct booking products.",
      "caveat": "Night parties are scheduled events, not a promise of nightly operation. Verify the event date and pool dress requirements.",
      "activity": "A beachfront pool club with DJs during the day and separately scheduled nighttime pool parties.",
      "checked": "September 22, 2026",
      "official": "https://www.mandalabeach.com/",
      "address": "Blvd. Kukulcan km 09, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R.",
      "sources": [
        {
          "url": "https://www.mandalabeach.com/",
          "label": "Venue information"
        },
        {
          "url": "https://mandalatickets.com/en/cancun",
          "label": "Ticket terms / FAQ"
        },
        {
          "url": "https://mandalatickets.com/info/faqs/en",
          "label": "Ticket terms / FAQ"
        }
      ],
      "inclusions": {
        "Party location": "Blvd. Kukulcan km 09, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R.",
        "Entry": "Separate paid beach-club or nighttime booking. Day and night are distinct products; do not imply that one ticket covers both or that admission includes all food and drinks.",
        "Drinks": "Check the selected ticket or table package",
        "Transport": "Not verified as included; arrange separately",
        "Age": "Venue FAQ defaults to 18+ unless stated otherwise. Daytime/event exceptions were not independently verified; confirm the selected booking.",
        "Schedule": "Check current event calendar before booking"
      },
      "nearby": [],
      "coordinates": {
        "lat": 21.1331088,
        "lng": -86.7470187,
        "source": "https://www.google.com/maps?q=Mandala%20Beach%20Club%20Cancun&output=embed",
        "operatorSource": "https://www.mandalabeach.com/",
        "operatorMap": "https://snazzymaps.com/embed/765562",
        "mapUrl": "https://www.google.com/maps?cid=1539424597541760328",
        "precision": "Verified named Google Maps venue pin, matching the operator's Snazzy Maps marker rounded to 21.133109, -86.747019; not a surveyed entrance.",
        "verifiedOn": "2026-09-22",
        "recordName": "Mandala Beach Club",
        "recordAddress": "Blvd. Kukulcan km 09, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R., Mexico"
      },
      "subtype": "beach_club",
      "image": null,
      "luxury": false
    },
    {
      "id": "dcave-cancun",
      "name": "D'Cave Cancun",
      "kind": "experience",
      "area": "punta",
      "areaUnconfirmed": false,
      "category": "Nightclub",
      "tags": [
        "night"
      ],
      "badges": [
        "Separate ticket",
        "Night out"
      ],
      "summary": "A club with a futuristic cave design, visual effects and electronic, pop and chart music.",
      "highlight": "Admission and table packages vary.",
      "caveat": "Venue lists Saturday nights and an elegant dress code. Confirm the current event schedule.",
      "activity": "A club with a futuristic cave design, visual effects and electronic, pop and chart music.",
      "checked": "September 22, 2026",
      "official": "https://mandalatickets.com/en/cancun/disco/d-cave",
      "address": "Km. 9.5, Blvd. Kukulcan Km. 9.5, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R.",
      "sources": [
        {
          "url": "https://mandalatickets.com/en/cancun/disco/d-cave",
          "label": "Venue information"
        },
        {
          "url": "https://mandalatickets.com/info/faqs/en",
          "label": "Ticket terms / FAQ"
        },
        {
          "url": "https://www.google.com/maps?cid=185466975913277816",
          "label": "Venue-linked venue map"
        }
      ],
      "inclusions": {
        "Party location": "Km. 9.5, Blvd. Kukulcan Km. 9.5, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R.",
        "Entry": "Separate paid admission or table package; verify inclusions for the selected event. No hostel admission inclusion verified.",
        "Drinks": "Check the selected ticket or table package",
        "Transport": "Not verified as included; arrange separately",
        "Age": "18+ with official photo ID unless an event explicitly states otherwise, under the venue's general policy.",
        "Schedule": "Venue currently lists Saturdays; recheck your date"
      },
      "nearby": [],
      "coordinates": {
        "lat": 21.1330702,
        "lng": -86.7475184,
        "source": "https://www.google.com/maps/embed?pb=!1m18!1m12!1m3!1d3721.485338346153!2d-86.750098688702!3d21.13307518410555!2m3!1f0!2f0!3f0!3m2!1i1024!2i768!4f13.1!3m3!1m2!1s0x8f4c2898b942b42b%3A0x292e93b60e07978!2sD%27Cave!5e0!3m2!1ses-419!2smx!4v1687220809502!5m2!1ses-419!2smx",
        "operatorSource": "https://mandalatickets.com/en/cancun/disco/d-cave",
        "mapUrl": "https://www.google.com/maps?cid=185466975913277816",
        "precision": "Verified named venue pin from the operator-linked Google Maps entity record; not the offset viewport center and not a surveyed entrance.",
        "verifiedOn": "2026-09-22",
        "recordName": "D'Cave",
        "recordAddress": "Km. 9.5, Blvd. Kukulcan Km. 9.5, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R.",
        "note": "The actual operator-linked entity record now verifies current address and Hotel Zone placement; it resolves the earlier text-only research caveat."
      },
      "subtype": "club",
      "image": null,
      "luxury": false
    },
    {
      "id": "playa-delfines",
      "name": "Playa Delfines",
      "area": "south",
      "category": "Public beach & viewpoint",
      "tags": [
        "day",
        "beach"
      ],
      "summary": "A wide public beach with the Cancun sign and a panoramic viewpoint: a daytime stop for photos and time by the sea with friends.",
      "highlight": "Free beach access and a panoramic viewpoint.",
      "activity": "Beach time, group photos at the Cancun letters and sea views. Public palapas have limited availability.",
      "caveat": "Strong waves can limit swimming. Follow beach flags and lifeguard instructions; this is a public beach, not an organized party venue.",
      "official": "https://www.turismocancun.mx/el-ni%C3%B1o-1-1-1-1",
      "address": "Blvd. Kukulcan, approximately Km 18, Zona Hotelera, Cancun, Quintana Roo, Mexico",
      "agePolicy": "Public beach; no adults-only admission rule is published in the municipal visitor information.",
      "entry": "Tourism Cancun lists free access. Optional rentals are separate; current facilities and operating conditions can change.",
      "drinks": "No drink package. Bring water; the tourism office notes limited commerce on the beach.",
      "coordinates": {
        "lat": 21.06074365,
        "lng": -86.77947101447509,
        "source": "https://tablerodeplayas.implancancun.gob.mx/home.js",
        "precision": "Municipal beach directions point; representative access area, not the entire shoreline."
      },
      "sources": [
        {
          "url": "https://www.turismocancun.mx/el-ni%C3%B1o-1-1-1-1",
          "label": "Tourism Cancun: free access, viewpoint and facilities"
        },
        {
          "url": "https://tablerodeplayas.implancancun.gob.mx/",
          "label": "Municipal beach dashboard: location and photograph"
        },
        {
          "url": "https://www.cancun.gob.mx/cancun/noticias/leer/3977",
          "label": "June 2026 municipal public-beach update"
        }
      ],
      "image": null,
      "kind": "experience",
      "subtype": "beach",
      "checked": "2026-09-22",
      "badges": [
        "Public beach"
      ],
      "inclusions": {
        "Party location": "Blvd. Kukulcan, approximately Km 18, Zona Hotelera, Cancun, Quintana Roo, Mexico",
        "Entry": "Tourism Cancun lists free access. Optional rentals are separate; current facilities and operating conditions can change.",
        "Drinks": "No drink package. Bring water; the tourism office notes limited commerce on the beach.",
        "Transport": "Plan transport separately",
        "Age": "Public beach; no adults-only admission rule is published in the municipal visitor information."
      },
      "nearby": [],
      "luxury": false
    },
    {
      "id": "playa-chac-mool",
      "name": "Playa Chac Mool",
      "area": "punta",
      "category": "Public beach near restaurants & bars",
      "tags": [
        "day",
        "beach"
      ],
      "summary": "A central public beach near Hotel Zone restaurants and bars, suited to combining a beach afternoon with food or a later night out.",
      "highlight": "Free access near the Hotel Zone social scene.",
      "activity": "Beach time and a walk along the shore, with nearby food options. Seasonal third-party beach rentals are separate purchases.",
      "caveat": "Waves and swimming conditions vary. Follow the beach flags; nearby bars are separate businesses, with no admission included.",
      "official": "https://www.turismocancun.mx/el-ni%C3%B1o-1-1",
      "address": "Blvd. Kukulcan, around Km 9.5-10, Zona Hotelera, Cancun, Quintana Roo, Mexico",
      "agePolicy": "Public beach; no adults-only admission rule is published in the municipal visitor information.",
      "entry": "Tourism Cancun lists free access. Loungers, umbrellas and activities offered by third parties cost extra.",
      "drinks": "No included bar or drink package; purchases at nearby businesses are separate.",
      "coordinates": {
        "lat": 21.129062182317565,
        "lng": -86.74901904602825,
        "source": "https://tablerodeplayas.implancancun.gob.mx/home.js",
        "precision": "Municipal beach directions point; representative access area, not the entire shoreline."
      },
      "sources": [
        {
          "url": "https://www.turismocancun.mx/el-ni%C3%B1o-1-1",
          "label": "Tourism Cancun: public access, facilities and nearby food"
        },
        {
          "url": "https://tablerodeplayas.implancancun.gob.mx/",
          "label": "Municipal beach dashboard: location and photograph"
        },
        {
          "url": "https://www.cancun.gob.mx/cancun/noticias/leer/3977",
          "label": "June 2026 municipal public-beach update"
        }
      ],
      "image": null,
      "kind": "experience",
      "subtype": "beach",
      "checked": "2026-09-22",
      "badges": [
        "Public beach"
      ],
      "inclusions": {
        "Party location": "Blvd. Kukulcan, around Km 9.5-10, Zona Hotelera, Cancun, Quintana Roo, Mexico",
        "Entry": "Tourism Cancun lists free access. Loungers, umbrellas and activities offered by third parties cost extra.",
        "Drinks": "No included bar or drink package; purchases at nearby businesses are separate.",
        "Transport": "Plan transport separately",
        "Age": "Public beach; no adults-only admission rule is published in the municipal visitor information."
      },
      "nearby": [],
      "luxury": false
    },
    {
      "id": "playa-forum",
      "name": "Playa Forum / Gaviota Azul",
      "area": "punta",
      "category": "Public beach beside the club district",
      "tags": [
        "day",
        "beach"
      ],
      "summary": "The public beachfront by Plaza Forum, where a beach stop can sit alongside plans at the surrounding bars and beach clubs.",
      "highlight": "A beach stop in the Punta Cancun entertainment area.",
      "activity": "Time on the sand and a shoreline stroll. The municipal dashboard identifies this beach as Gaviota Azul (Forum).",
      "caveat": "Beach access and paid club areas are distinct. Check beach flags and current access conditions; this listing does not promise beach parties or club entry.",
      "official": "https://tablerodeplayas.implancancun.gob.mx/",
      "address": "Punta Cancun beachfront by Plaza Forum, Blvd. Kukulcan around Km 9-9.5, Zona Hotelera, Cancun, Mexico",
      "agePolicy": "Municipal beach listing; no adults-only policy is published for the public beach. Nearby venues set their own age rules.",
      "entry": "Public beach visit; private club seating, pools and entertainment require their own booking or purchase.",
      "drinks": "No included drinks; neighboring bars and beach clubs sell their own products.",
      "coordinates": {
        "lat": 21.13245238,
        "lng": -86.74652364,
        "source": "https://tablerodeplayas.implancancun.gob.mx/home.js",
        "precision": "Municipal Gaviota Azul beach directions point; representative access area."
      },
      "sources": [
        {
          "url": "https://tablerodeplayas.implancancun.gob.mx/",
          "label": "Municipal dashboard: Gaviota Azul (Forum) identity and beach listing"
        },
        {
          "url": "https://tablerodeplayas.implancancun.gob.mx/home.js",
          "label": "Municipal location and photograph record"
        },
        {
          "url": "https://www.cocobongo.com/show/beach-party-cancun?lang=en",
          "label": "Adjacent paid Beach Party venue at Plaza Forum"
        }
      ],
      "image": null,
      "kind": "experience",
      "subtype": "beach",
      "checked": "2026-09-22",
      "badges": [
        "Public beach"
      ],
      "inclusions": {
        "Party location": "Punta Cancun beachfront by Plaza Forum, Blvd. Kukulcan around Km 9-9.5, Zona Hotelera, Cancun, Mexico",
        "Entry": "Public beach visit; private club seating, pools and entertainment require their own booking or purchase.",
        "Drinks": "No included drinks; neighboring bars and beach clubs sell their own products.",
        "Transport": "Plan transport separately",
        "Age": "Municipal beach listing; no adults-only policy is published for the public beach. Nearby venues set their own age rules."
      },
      "nearby": [],
      "luxury": false
    },
    {
      "id": "senor-frogs-cancun",
      "name": "Senor Frog's Cancun",
      "area": "punta",
      "category": "Restaurant, bar & dancing",
      "tags": [
        "day",
        "night",
        "bar"
      ],
      "summary": "A restaurant-bar with music, a dance floor and group-friendly dining, bringing food and a night out together in the Hotel Zone.",
      "highlight": "Food, music and a dance floor in one stop.",
      "activity": "Mexican dishes, cocktails, music and dancing. The venue presents both family-and-friends dining and nightlife experiences.",
      "caveat": "Restaurant visits and nighttime packages have different terms. Check the selected event, arrival time and any cover charge.",
      "official": "https://senorfrogs.com/what-to-do-in-cancun/",
      "address": "Blvd. Kukulcan Km 09, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R., Mexico",
      "agePolicy": "The restaurant welcomes families. For ticketed nightlife, Mandala Tickets' default is 18+ with photo ID unless specified otherwise; confirm the exact event.",
      "entry": "Restaurant table reservations are offered. Paid nightlife packages are also sold; do not assume free event admission or any hotel inclusion.",
      "drinks": "Menu purchases or the selected nightlife package; no universal included-drinks promise.",
      "coordinates": {
        "lat": 21.1325057,
        "lng": -86.7475039,
        "source": "https://maps.google.com/maps?q=Se%C3%B1or+Frog%27s+Canc%C3%BAn&ll=21.13289,-86.7476741&z=17&output=embed",
        "precision": "Actual named Google Maps venue record from the operator-linked embed; not its viewport center."
      },
      "sources": [
        {
          "url": "https://senorfrogs.com/what-to-do-in-cancun/",
          "label": "Official Cancun venue: dining, music, dance floor and photograph"
        },
        {
          "url": "https://mandalatickets.com/en/cancun",
          "label": "Ticket seller: Cancun nightlife options including Senor Frog's"
        },
        {
          "url": "https://mandalatickets.com/info/faqs/en",
          "label": "Ticket seller: general age and package conditions"
        }
      ],
      "image": null,
      "kind": "experience",
      "subtype": "bar",
      "checked": "2026-09-22",
      "badges": [
        "Check entry terms"
      ],
      "inclusions": {
        "Party location": "Blvd. Kukulcan Km 09, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R., Mexico",
        "Entry": "Restaurant table reservations are offered. Paid nightlife packages are also sold; do not assume free event admission or any hotel inclusion.",
        "Drinks": "Menu purchases or the selected nightlife package; no universal included-drinks promise.",
        "Transport": "Plan transport separately",
        "Age": "The restaurant welcomes families. For ticketed nightlife, Mandala Tickets' default is 18+ with photo ID unless specified otherwise; confirm the exact event."
      },
      "nearby": [],
      "luxury": false
    },
    {
      "id": "coco-bongo-beach-party",
      "name": "Coco Bongo Beach Party",
      "area": "punta",
      "category": "Beachfront pool party",
      "tags": [
        "day",
        "beach",
        "club"
      ],
      "summary": "A paid beachfront pool-party venue with live DJs and space to dance, for a music-led afternoon with friends.",
      "highlight": "Live DJs and a pool-party format by the sea.",
      "activity": "Daytime DJ music, poolside dancing and drinks at the dedicated Beach Party venue in Plaza Forum.",
      "caveat": "This is a separate venue and booking from Coco Bongo's nighttime show. Check event operation, ticket inclusions and seating for your date.",
      "official": "https://www.cocobongo.com/show/beach-party-cancun?lang=en",
      "address": "Plaza Forum By The Sea, Blvd. Kukulcan Km 9.5, Locales A20 y B19, Punta Cancun, Zona Hotelera, 77500 Cancun, Mexico",
      "agePolicy": "Coco Bongo's general visitor policy is adults 18+ with valid photo ID; confirm the selected Beach Party event's conditions.",
      "entry": "Separate paid ticket or table booking; public beach access does not include this venue and a nightclub-show ticket is not assumed to include it.",
      "drinks": "Check the Beach Party ticket tier; general nighttime-show drink inclusions are not assumed to transfer.",
      "coordinates": {
        "lat": 21.1323782,
        "lng": -86.7468343,
        "source": "https://www.google.com/maps?cid=13609780223304652340&output=embed",
        "precision": "Verified named Coco Bongo Beach Party Google Maps venue record; distinct from the nightclub."
      },
      "sources": [
        {
          "url": "https://www.cocobongo.com/show/beach-party-cancun?lang=en",
          "label": "Official Beach Party venue, DJ and pool-party program"
        },
        {
          "url": "https://www.cocobongo.com/en",
          "label": "Venue's general visitor age and ID policy"
        },
        {
          "url": "https://www.google.com/maps?cid=13609780223304652340",
          "label": "Named Beach Party map record and address"
        }
      ],
      "image": null,
      "kind": "experience",
      "subtype": "beach_club",
      "checked": "2026-09-22",
      "badges": [
        "Check entry terms"
      ],
      "inclusions": {
        "Party location": "Plaza Forum By The Sea, Blvd. Kukulcan Km 9.5, Locales A20 y B19, Punta Cancun, Zona Hotelera, 77500 Cancun, Mexico",
        "Entry": "Separate paid ticket or table booking; public beach access does not include this venue and a nightclub-show ticket is not assumed to include it.",
        "Drinks": "Check the Beach Party ticket tier; general nighttime-show drink inclusions are not assumed to transfer.",
        "Transport": "Plan transport separately",
        "Age": "Coco Bongo's general visitor policy is adults 18+ with valid photo ID; confirm the selected Beach Party event's conditions."
      },
      "nearby": [],
      "luxury": false
    },
    {
      "id": "la-vaquita-cancun",
      "name": "La Vaquita Cancun",
      "area": "punta",
      "category": "Dance bar & nightclub",
      "tags": [
        "night",
        "bar",
        "club"
      ],
      "summary": "A neon-lit dance venue with hip-hop, R&B, chart hits and reggaeton sets, for travelers choosing music and dancing as the focus of their night.",
      "highlight": "Hip-hop, R&B and reggaeton in the club district.",
      "activity": "DJ music and dancing. The venue currently advertises Thursday through Sunday nights; consult the live calendar.",
      "caveat": "Paid admission, arrival deadlines and a smart-casual dress code apply. Confirm the date and package before booking.",
      "official": "https://mandalatickets.com/en/cancun/disco/la-vaquita",
      "address": "Blvd. Kukulcan Km 9.5, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R., Mexico",
      "agePolicy": "18+ with official photo ID under the ticket seller's general policy, unless the event explicitly states otherwise.",
      "entry": "Separate paid access or table package; no stay or external venue inclusion verified.",
      "drinks": "The selected package determines drinks; admission alone should not be treated as open bar.",
      "coordinates": {
        "lat": 21.1332044,
        "lng": -86.7473026,
        "source": "https://www.google.com/maps?cid=13180891771094370669&output=embed",
        "precision": "Named Google Maps venue coordinates extracted from the operator's embedded map."
      },
      "sources": [
        {
          "url": "https://mandalatickets.com/en/cancun/disco/la-vaquita",
          "label": "Official venue: music, dates, dress code, map and photograph"
        },
        {
          "url": "https://mandalatickets.com/info/faqs/en",
          "label": "Ticket seller: age and package conditions"
        }
      ],
      "image": null,
      "kind": "experience",
      "subtype": "bar",
      "checked": "2026-09-22",
      "badges": [
        "Check entry terms"
      ],
      "inclusions": {
        "Party location": "Blvd. Kukulcan Km 9.5, Punta Cancun, Zona Hotelera, 77500 Cancun, Q.R., Mexico",
        "Entry": "Separate paid access or table package; no stay or external venue inclusion verified.",
        "Drinks": "The selected package determines drinks; admission alone should not be treated as open bar.",
        "Transport": "Plan transport separately",
        "Age": "18+ with official photo ID under the ticket seller's general policy, unless the event explicitly states otherwise."
      },
      "nearby": [],
      "luxury": false
    }
  ],
  "destination": {
    "id": "cancun",
    "name": "Cancún",
    "country": "Mexico",
    "timezone": "America/Cancun",
    "subtitle": "Mexico · Caribbean coast",
    "center": [
      -86.78,
      21.12
    ],
    "zoom": 11.7,
    "areas": {
      "punta": "Punta Cancún",
      "north": "North Hotel Zone",
      "south": "Central & south Hotel Zone",
      "downtown": "Downtown Cancún",
      "airport": "Airport corridor",
      "riviera": "Riviera Cancún · outside Hotel Zone"
    },
    "nearbyAreas": {
      "north": [
        "north",
        "punta"
      ],
      "south": [
        "south",
        "punta"
      ]
    }
  },
  "areaBenchmark": {
    "checked": "2026-09-22",
    "scope": "A fixed 29-hotel Cancún comparison set covering the Hotel Zone, downtown and airport corridor. All verified comparable rating families are included per hotel.",
    "platform": "Multi-source guest ratings",
    "scale": 10,
    "minimum": 10,
    "method": "One current published Booking.com overall guest score was recorded per property from the public Cancún destination page or the property's public Booking.com page. Every score was individually visible in a fetched source; scores were not inferred from rankings, stars, category subscores or the destination's total property count. Duplicate appearances on destination-page modules were deduplicated by hotel name. The sample was deliberately expanded beyond the eight pilot properties to provide a meaningful local comparison while keeping one platform and one rating scale.",
    "coverage": "Source coverage differs between hotels; each row exposes its inputs. Sources are averaged equally after conversion to /10; missing platforms are not zeroes. Expedia and Hotels.com count once. Recommendation percentages stay separate. This convenience sample is not a census.",
    "sources": [
      {
        "url": "https://www.booking.com/city/mx/cancun.html",
        "label": "Booking.com Cancún destination hotel page"
      },
      {
        "url": "https://www.booking.com/hotel/mx/riu-caribe-all-inclusive.html",
        "label": "Booking.com — Riu Caribe"
      },
      {
        "url": "https://www.booking.com/hotel/mx/riu-cancun-all-inclusive.html",
        "label": "Booking.com — Riu Cancun"
      },
      {
        "url": "https://www.booking.com/hotel/mx/riu-palace-las-americas-all-inclusive-adults-only.html",
        "label": "Booking.com — Riu Palace Las Americas"
      },
      {
        "url": "https://www.booking.com/hotel/mx/riu-ventura-all-inclusive.html",
        "label": "Booking.com — Riu Ventura"
      },
      {
        "url": "https://www.booking.com/hotel/mx/riu-palace-peninsula-all-inclusive.html",
        "label": "Booking.com — Riu Palace Peninsula"
      },
      {
        "url": "https://www.booking.com/hotel/mx/riu-palace-kukulkan-adults-only-all-inclusive.html",
        "label": "Booking.com — Riu Palace Kukulkan"
      },
      {
        "url": "https://www.booking.com/hotel/mx/royalton-cancun-resort-amp-spa.html",
        "label": "Booking.com — Royalton CHIC Cancun"
      },
      {
        "url": "https://www.booking.com/hotel/mx/temptation-resort-spa.html",
        "label": "Booking.com — Temptation Cancun Resort"
      }
    ],
    "hotels": [
      {
        "id": "riu-caribe",
        "name": "Riu Caribe - All Inclusive",
        "score": 8.775,
        "scale": 10,
        "source": "https://www.booking.com/hotel/mx/riu-caribe-all-inclusive.html",
        "checked": "2026-09-22",
        "pilotId": "riu-caribe",
        "bookingScore": 8.7,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-caribe-all-inclusive.html",
            "label": "Booking.com",
            "score": 8.7,
            "scale": 10,
            "count": 1973,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.7
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d185322-Reviews-Hotel_Riu_Caribe-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.3,
            "scale": 5,
            "count": 1118,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 8.6
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Caribe-All-Inclusive.h522221.Hotel-Information",
            "score": 9,
            "scale": 10,
            "count": 2302,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled four days before the check date.",
            "normalized": 9
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/ChoIltaqkf3SoOTLARoNL2cvMTFiYnJucjdkeBAB",
            "score": 4.4,
            "scale": 5,
            "count": 9732,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.4/5 from 9,732 Google reviews in a snapshot crawled one day before the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 8.8
          }
        ],
        "sourceCount": 4,
        "singleSource": false,
        "areaIndex": 8
      },
      {
        "id": "riu-cancun",
        "name": "Riu Cancun - Adults Only - All Inclusive",
        "score": 8.425,
        "scale": 10,
        "source": "https://www.booking.com/hotel/mx/riu-cancun-all-inclusive.html",
        "checked": "2026-09-22",
        "pilotId": "riu-cancun",
        "bookingScore": 8.1,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-cancun-all-inclusive.html",
            "label": "Booking.com",
            "score": 8.1,
            "scale": 10,
            "count": 656,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.1
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d286104-Reviews-Hotel_Riu_Cancun-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.2,
            "scale": 5,
            "count": 14875,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 8.4
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Riu-Cancun-All-Inclusive.h1087292.Hotel-Information",
            "score": 8.4,
            "scale": 10,
            "count": 4276,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled one day before the check date.",
            "normalized": 8.4
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/CgsI7cS52uGqgr7WARAB",
            "score": 4.4,
            "scale": 5,
            "count": 11016,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.4/5 from 11,016 Google reviews in a snapshot crawled on the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 8.8
          }
        ],
        "sourceCount": 4,
        "singleSource": false,
        "areaIndex": 7.6
      },
      {
        "id": "riu-palace-las-americas",
        "name": "Riu Palace Las Americas - All Inclusive - Adults Only",
        "score": 9,
        "scale": 10,
        "source": "https://www.booking.com/hotel/mx/riu-palace-las-americas-all-inclusive-adults-only.html",
        "checked": "2026-09-22",
        "pilotId": "riu-las-americas",
        "bookingScore": 8.6,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-palace-las-americas-all-inclusive-adults-only.html",
            "label": "Booking.com",
            "score": 8.6,
            "scale": 10,
            "count": 768,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.6
          },
          {
            "url": "https://www.tripadvisor.com/Hotel_Review-g150807-d303140-Reviews-Riu_Palace_Las_Americas_All_Inclusive_Adults_Only-Cancun_Yucatan_Peninsula.html",
            "label": "Tripadvisor",
            "score": 4.5,
            "scale": 5,
            "count": 5562,
            "date": "2026-09-22",
            "sourceFamily": "Tripadvisor",
            "normalized": 9
          },
          {
            "label": "Expedia",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/es/Cancun-Hoteles-Riu-Palace-Las-Americas-All-Inclusive-Adults-Only.h1087294.Informacion-Hotel",
            "score": 9.2,
            "scale": 10,
            "count": 5726,
            "date": "2026-09-22",
            "coverage": "Overall Expedia guest rating and review count were visible on the public Spanish-language property page; source snapshot was crawled two days before the check date.",
            "normalized": 9.2
          },
          {
            "label": "Google",
            "sourceFamily": "Google Maps",
            "url": "https://www.google.com/travel/hotels/entity/ChcIrLj67aaZp6htGgsvZy8xdmdfZHh2OBAB",
            "score": 4.6,
            "scale": 5,
            "count": 6814,
            "date": "2026-09-22",
            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.6/5 from 6,814 Google reviews in a snapshot crawled within the prior week. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
            "metric": "star_rating",
            "eligibleForAggregate": true,
            "normalized": 9.2
          }
        ],
        "sourceCount": 4,
        "singleSource": false,
        "areaIndex": 8.5
      },
      {
        "id": "riu-ventura",
        "name": "Riu Ventura - All Inclusive",
        "score": 8.625,
        "scale": 10,
        "source": "https://www.booking.com/hotel/mx/riu-ventura-all-inclusive.html",
        "checked": "2026-09-22",
        "pilotId": "riu-ventura",
        "bookingScore": 8.7,
        "sources": [
          {
            "url": "https://www.booking.com/hotel/mx/riu-ventura-all-inclusive.html",
            "label": "Booking.com",
            "score": 8.7,
            "scale": 10,
            "count": 550,
            "date": "2026-09-22",
            "sourceFamily": "Booking.com",
            "normalized": 8.7
          },
          {
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            "coverage": "Overall Expedia guest rating and review count were visible in a public property-page result crawled four days before the check date. The canonical page also exposed an older cached count, so the fresher observed count is recorded.",
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          {
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        "source": "https://www.booking.com/hotel/mx/riu-palace-peninsula-all-inclusive.html",
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        "pilotId": "riu-peninsula",
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        "sources": [
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            "coverage": "Overall Expedia guest rating and review count were visible on the public reviews tab crawled on the check date.",
            "normalized": 8.8
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          {
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        "source": "https://www.booking.com/hotel/mx/riu-palace-kukulkan-adults-only-all-inclusive.html",
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        "sources": [
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          {
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            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled three days before the check date.",
            "normalized": 9.2
          },
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        "source": "https://www.booking.com/hotel/mx/royalton-cancun-resort-amp-spa.html",
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          {
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          {
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            "coverage": "Overall Expedia guest rating and review count were visible on the public property page; source snapshot was crawled two days before the check date.",
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        "source": "https://www.booking.com/hotel/mx/temptation-resort-spa.html",
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        "sources": [
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            "sourceFamily": "Booking.com",
            "normalized": 8.5
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          {
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            "date": "2026-09-22",
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          },
          {
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            "coverage": "Overall Expedia guest rating and review count were visible on the public reviews tab crawled on the check date.",
            "normalized": 9
          },
          {
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            "coverage": "Exact-property Google Travel page; the public Google review summary explicitly excluded third-party reviews and displayed 4.5/5 from 8,036 Google reviews in a snapshot crawled on the check date. This is a dated public-page observation; any future Maps API ingestion must follow Google's storage and caching terms.",
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        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
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        "sources": [
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            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
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          {
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            "coverage": "Overall Reviews summary under Mex Hoteles, not room-type or suggested-property ratings; Downtown Cancun identity. Snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
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        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
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        "sources": [
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            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
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          },
          {
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            "coverage": "Overall guest score/count in Expedia Reviews section; Carr Cancun-Chetumal KM22 airport property. Source crawled on check date. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
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        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
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        "sources": [
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            "normalized": 8
          },
          {
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            "coverage": "Overall property Reviews summary; Expedia heading LOL-HA Cancun Boutique Hotel, title LOL HA Hotel Boutique Aeropuerto Cancun. Snapshot crawled two weeks before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
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        ],
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        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
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        "sources": [
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          },
          {
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            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
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            "url": "https://www.expedia.com/Cancun-Hotels-Suites-Malecon-Cancun.h9785512.Hotel-Information?equalTargetTab=tab-1",
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            "coverage": "Overall property score and count visible together; current search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
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      {
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        "checked": "2026-09-22",
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          {
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          },
          {
            "label": "Expedia guest reviews",
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            "coverage": "Overall Reviews summary for exact Airport hotel; snapshot crawled five days before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
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        ],
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      {
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        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
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            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Parador.h9033285.Hotel-Information",
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            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for Hotel Parador Cancun. Snapshot crawled day before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.199999999999999
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        ],
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      {
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        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
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        "sources": [
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            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
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          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Ibis-Cancun-Centro.h4297727.Hotel-Information?equalTargetTab=tab-0",
            "score": 8.6,
            "scale": 10,
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            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Ibis Cancun Centro, Av Tulum y Nichupte, Downtown Cancun. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.6
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 7.5
      },
      {
        "id": "la-villa-du-golf-cancun",
        "name": "La Villa du Golf à Cancun Hotel Boutique",
        "score": 9.2,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 8.8,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-La-Villa-Du-Golf-A-Cancun.h11971112.Hotel-Information?equalTargetTab=tab-2",
            "score": 9.6,
            "scale": 10,
            "count": 345,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for La Villa du Golf a Cancun; search snapshot crawled in prior month. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 9.6
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 8.8
      },
      {
        "id": "holiday-inn-club-vacations-royal-cancun",
        "name": "Holiday Inn Club Vacations The Royal Cancun All Inclusive",
        "score": 8.75,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 8.7,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.7,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.7
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-The-Royal-Cancun-All-Villas-Resort-All-Inclusive.h18904781.Hotel-Information",
            "score": 8.8,
            "scale": 10,
            "count": 1167,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for Holiday Inn Club Vacations The Royal Cancun by IHG - All inclusive, Expedia property 18904781. Uses the current all-inclusive listing, not separate Royal Cancun All Suites property 1159480. Direct page snapshot crawled on check date. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.8
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 7.9
      },
      {
        "id": "wyndham-garden-cancun-downtown",
        "name": "Wyndham Garden Cancun Downtown",
        "score": 8,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 8,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Wyndham-Garden-Cancun-Downtown.h4411896.Hotel-Information?equalTargetTab=tab-1",
            "score": 8,
            "scale": 10,
            "count": 1002,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Wyndham Garden Cancun Downtown, Av Tulum SM4 MZA14 Lote2. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 6.9
      },
      {
        "id": "cyan-cancun-resort-spa",
        "name": "Cyan Cancun Resort & Spa",
        "score": 7.25,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 6.9,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 6.9,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 6.9
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Distinctive-Cancun-Hotel-Spa.h58187053.Hotel-Information",
            "score": 7.6,
            "scale": 10,
            "count": 2263,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Cyan Cancun Resort & Spa, not room subratings. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.6
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 5.8
      },
      {
        "id": "ocean-dream-cancun-guruhotel",
        "name": "Ocean Dream Cancun by GuruHotel",
        "score": 7.6,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 7.6,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 7.6,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 7.6
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Ocean-Dream-Cancun-By-GuruHotel.h9450296.Hotel-Information",
            "score": 7.6,
            "scale": 10,
            "count": 1068,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Ocean Dream Cancun by GuruHotel. Direct page snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.6
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 6.5
      },
      {
        "id": "suites-gaby-cancun",
        "name": "Suites Gaby Cancun",
        "score": 8.3,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 8.6,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.6,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.6
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Suites-Gaby.h2723113.Hotel-Information?equalTargetTab=tab-1",
            "score": 8,
            "scale": 10,
            "count": 1002,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Suites Gaby Cancun. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 7.1
      },
      {
        "id": "hotel-xbalamque-boutique-spa",
        "name": "Hotel Xbalamqué Boutique & Spa",
        "score": 7.3,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 7.4,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 7.4,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 7.4
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Xbalamque-And-Spa.h70001.Hotel-Information",
            "score": 7.2,
            "scale": 10,
            "count": 1000,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Hotel Xbalamque Boutique & Spa. Direct page snapshot crawled day before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.199999999999999
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 6.2
      },
      {
        "id": "city-express-plus-cancun-aeropuerto-riviera",
        "name": "City Express Plus by Marriott Cancun Aeropuerto Riviera",
        "score": 7.9,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 8,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-City-Express-Plus-Cancun-Aeropuerto-Riviera.h29380440.Hotel-Information",
            "score": 7.8,
            "scale": 10,
            "count": 1000,
            "date": "2026-09-22",
            "coverage": "Overall Reviews summary for exact City Express Plus by Marriott Cancun Aeropuerto Riviera, Expedia property 29380440. Excludes conflicting obsolete City Suites property 29380400 and other City Express branches. Direct page snapshot crawled four days before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 7.800000000000001
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 6.8
      },
      {
        "id": "ixum-casa-hotel-boutique",
        "name": "Ixum, Casa Hotel Boutique",
        "score": 9.4,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 9.2,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 9.2,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 9.2
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-IXUM.h114117552.Hotel-Information",
            "score": 9.6,
            "scale": 10,
            "count": 14,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for IXUM, Av Carlos Nader 109; address matches Casa Ixum official site (https://www.casaixum.com/) and Booking Ixum, Casa Hotel Boutique. Very small sample: 14 reviews. Direct page snapshot crawled six days before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 9.6
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 9.2
      },
      {
        "id": "hotel-bonampak",
        "name": "Hotel Bonampak",
        "score": 9.1,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 9,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 9,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 9
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Bonampak.h15083296.Hotel-Information",
            "score": 9.2,
            "scale": 10,
            "count": 1001,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Hotel Bonampak Cancun. Direct page snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 9.2
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 8.6
      },
      {
        "id": "hotel-luma-by-kavia",
        "name": "Hotel Luma by Kavia",
        "score": 8.35,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 8.3,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.3,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.3
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Luma-By-Kavia.h61486629.Hotel-Information",
            "score": 8.4,
            "scale": 10,
            "count": 535,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Hotel Luma by Kavia Cancun, Downtown Cancun. Search snapshot crawled day before check. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.4
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 7.3
      },
      {
        "id": "hotel-kavia-plus",
        "name": "Hotel Kavia Plus",
        "score": 8.35,
        "scale": 10,
        "source": "https://www.booking.com/city/mx/cancun.html",
        "checked": "2026-09-22",
        "bookingScore": 8.3,
        "sources": [
          {
            "label": "Booking.com",
            "sourceFamily": "Booking.com",
            "url": "https://www.booking.com/city/mx/cancun.html",
            "score": 8.3,
            "scale": 10,
            "count": null,
            "date": "2026-09-22",
            "coverage": "Original observed area-benchmark snapshot; review count not captured.",
            "normalized": 8.3
          },
          {
            "label": "Expedia guest reviews",
            "sourceFamily": "Expedia Group",
            "url": "https://www.expedia.com/Cancun-Hotels-Hotel-Kavia-Plus.h61500633.Hotel-Information?equalTargetTab=tab-1",
            "score": 8.4,
            "scale": 10,
            "count": 590,
            "date": "2026-09-22",
            "coverage": "Overall property Reviews summary for Hotel Kavia Plus Cancun, Av Yaxchilan Mza15 Lote13 SM22. Not Hotel Kavia Cancun or Hotel Luma by Kavia. Search snapshot crawled within previous week. Observed on the checked date through Expedia's public page/search snapshot; this is not a live API count and can change.",
            "normalized": 8.4
          }
        ],
        "sourceCount": 2,
        "singleSource": false,
        "areaIndex": 7.3
      }
    ],
    "normalization": {
      "center": 7.5,
      "spread": 0.8,
      "method": "Gaussian rank quantiles for ordinary stays, with a small exceptional upper tail for near-perfect multi-source averages; low-rating guard and 1–10 bounds."
    }
  },
  "events": {
    "checked": "2026-09-23",
    "timezone": "America/Cancun",
    "window": {
      "start": "2026-09-23",
      "end": "2027-01-21"
    },
    "events": [
      {
        "id": "marriott-mexican-carnival-2026-09-23",
        "title": "Mexican Carnival at Marriott Cancun",
        "type": "theme_night",
        "startDate": "2026-09-23",
        "endDate": "2026-09-23",
        "startTime": "19:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Marriott Cancun, An All-Inclusive Resort",
        "city": "Cancún",
        "area": "south",
        "areaLabel": "Central & south Hotel Zone",
        "summary": "A Mexican mini-fair with music and a festive resort atmosphere.",
        "official": "https://event.marriott.com/cunmx-marriott-cancun-an-all-inclusive-resort/events/cancun/mexican-carnival--carnaval-mexicano-10475786",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://event.marriott.com/cunmx-marriott-cancun-an-all-inclusive-resort/events/cancun/mexican-carnival--carnaval-mexicano-10475786"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-09-23",
        "coordinates": null,
        "matchTags": [
          "resort-event",
          "carnival"
        ],
        "musicTags": [],
        "sceneTags": [
          "resort-event",
          "carnival"
        ],
        "name": "Mexican Carnival at Marriott Cancun",
        "kind": "event",
        "category": "theme night",
        "tags": [
          "resort-event",
          "carnival"
        ],
        "image": null
      },
      {
        "id": "marriott-salsa-band-2026-09-23",
        "title": "Salsa Band at Marriott Cancun",
        "type": "live_music",
        "startDate": "2026-09-23",
        "endDate": "2026-09-23",
        "startTime": "21:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Marriott Cancun, An All-Inclusive Resort",
        "city": "Cancún",
        "area": "south",
        "areaLabel": "Central & south Hotel Zone",
        "summary": "A live salsa-band night listed for Wednesday at the all-inclusive resort.",
        "official": "https://event.marriott.com/cunmx-marriott-cancun-an-all-inclusive-resort/events/cancun/salsa-band",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://event.marriott.com/cunmx-marriott-cancun-an-all-inclusive-resort/events/cancun/salsa-band"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-09-23",
        "coordinates": null,
        "matchTags": [
          "salsa",
          "resort-event",
          "live-music"
        ],
        "musicTags": [
          "salsa",
          "live-music"
        ],
        "sceneTags": [
          "salsa",
          "resort-event",
          "live-music"
        ],
        "name": "Salsa Band at Marriott Cancun",
        "kind": "event",
        "category": "live music",
        "tags": [
          "salsa",
          "resort-event",
          "live-music"
        ],
        "image": null
      },
      {
        "id": "rakata-full-perreo-2026-09-25",
        "title": "Friday's Rakata / Full Perreo Friday",
        "type": "dj",
        "startDate": "2026-09-25",
        "endDate": "2026-09-25",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": "rakata-cancun",
        "venueName": "Rakata Cancún",
        "city": "Cancún",
        "area": "punta",
        "areaLabel": "Punta Cancún",
        "summary": "Exact-date instance of Rakata’s reggaetón and perreo Friday series.",
        "official": "https://mandalatickets.com/en/cancun/events/rakata/viernes",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://mandalatickets.com/en/cancun/events/rakata/viernes"
          }
        ],
        "agePolicy": "Mandala Group generally requires 18+ and physical official photo ID; verify this event and the selected package.",
        "admission": "ticketed",
        "priceNote": "Ticket, table, minimum-spend and final checkout terms must be confirmed with the event organizer.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-09-25",
        "coordinates": {
          "lat": 21.132980884108683,
          "lng": -86.75026568870197,
          "source": "https://mandalatickets.com/en/cancun/events/rakata/viernes",
          "precision": "Operator-embedded map for the named Rakata venue; recheck before public pinning."
        },
        "matchTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "musicTags": [
          "reggaeton"
        ],
        "sceneTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "name": "Friday's Rakata / Full Perreo Friday",
        "kind": "event",
        "category": "dj",
        "tags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "image": null
      },
      {
        "id": "dcave-alfred-beck-2026-09-26",
        "title": "Alfred Beck at D'Cave Cancún",
        "type": "dj",
        "startDate": "2026-09-26",
        "endDate": "2026-09-26",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": "dcave-cancun",
        "venueName": "D'Cave Cancún",
        "city": "Cancún",
        "area": "punta",
        "areaLabel": "Punta Cancún",
        "summary": "Named electronic-music DJ appearance at D’Cave.",
        "official": "https://mandalatickets.com/en/cancun/events/d-cave/alfred-beck-sep26",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://mandalatickets.com/en/cancun/events/d-cave/alfred-beck-sep26"
          }
        ],
        "agePolicy": "Mandala Group generally requires 18+ and physical official photo ID; verify this event and the selected package.",
        "admission": "ticketed",
        "priceNote": "Ticket, table, minimum-spend and final checkout terms must be confirmed with the event organizer.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-09-26",
        "coordinates": {
          "lat": 21.13307518410555,
          "lng": -86.750098688702,
          "source": "https://mandalatickets.com/en/cancun/events/d-cave/alfred-beck-sep26",
          "precision": "Operator-embedded map for the named D'Cave venue; recheck before public pinning."
        },
        "matchTags": [
          "electronic",
          "named-dj",
          "club-night"
        ],
        "musicTags": [
          "electronic"
        ],
        "sceneTags": [
          "electronic",
          "named-dj",
          "club-night"
        ],
        "name": "Alfred Beck at D'Cave Cancún",
        "kind": "event",
        "category": "dj",
        "tags": [
          "electronic",
          "named-dj",
          "club-night"
        ],
        "image": null
      },
      {
        "id": "rakata-perreo-supremo-2026-09-26",
        "title": "Perreo Supremo",
        "type": "dj",
        "startDate": "2026-09-26",
        "endDate": "2026-09-26",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": "rakata-cancun",
        "venueName": "Rakata Cancún",
        "city": "Cancún",
        "area": "punta",
        "areaLabel": "Punta Cancún",
        "summary": "Exact-date reggaetón and dembow club-night listing.",
        "official": "https://mandalatickets.com/es/cancun/events/rakata/perreo-supremo",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://mandalatickets.com/es/cancun/events/rakata/perreo-supremo"
          }
        ],
        "agePolicy": "Mandala Group generally requires 18+ and physical official photo ID; verify this event and the selected package.",
        "admission": "ticketed",
        "priceNote": "Ticket, table, minimum-spend and final checkout terms must be confirmed with the event organizer.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-09-26",
        "coordinates": {
          "lat": 21.132980884108683,
          "lng": -86.75026568870197,
          "source": "https://mandalatickets.com/en/cancun/events/rakata/viernes",
          "precision": "Operator-embedded map for the named Rakata venue; recheck before public pinning."
        },
        "matchTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "musicTags": [
          "reggaeton"
        ],
        "sceneTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "name": "Perreo Supremo",
        "kind": "event",
        "category": "dj",
        "tags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "image": null
      },
      {
        "id": "rakata-full-perreo-2026-10-02",
        "title": "Viernes de Full Perreo",
        "type": "dj",
        "startDate": "2026-10-02",
        "endDate": "2026-10-02",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": "rakata-cancun",
        "venueName": "Rakata Cancún",
        "city": "Cancún",
        "area": "punta",
        "areaLabel": "Punta Cancún",
        "summary": "Exact-date instance of Rakata’s Friday perreo series.",
        "official": "https://mandalatickets.com/en/cancun/events/rakata/full-perreo",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://mandalatickets.com/en/cancun/events/rakata/full-perreo"
          }
        ],
        "agePolicy": "Mandala Group generally requires 18+ and physical official photo ID; verify this event and the selected package.",
        "admission": "ticketed",
        "priceNote": "Ticket, table, minimum-spend and final checkout terms must be confirmed with the event organizer.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-10-02",
        "coordinates": {
          "lat": 21.132980884108683,
          "lng": -86.75026568870197,
          "source": "https://mandalatickets.com/en/cancun/events/rakata/viernes",
          "precision": "Operator-embedded map for the named Rakata venue; recheck before public pinning."
        },
        "matchTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "musicTags": [
          "reggaeton"
        ],
        "sceneTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "name": "Viernes de Full Perreo",
        "kind": "event",
        "category": "dj",
        "tags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "image": null
      },
      {
        "id": "mijares-sinfonico-cancun-2026-10-02",
        "title": "Mijares Sinfónico",
        "type": "concert",
        "startDate": "2026-10-02",
        "endDate": "2026-10-02",
        "startTime": "21:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Plaza de Toros Cancún",
        "city": "Cancún",
        "area": "downtown",
        "areaLabel": "Downtown Cancún / SM 4A",
        "summary": "Mijares performs a ticketed symphonic concert at Plaza de Toros Cancún.",
        "official": "https://betawww.eticket.mx/masinformacion.aspx?idevento=35357",
        "sources": [
          {
            "label": "eTicket event page: date, time, venue, address and admission note",
            "url": "https://betawww.eticket.mx/masinformacion.aspx?idevento=35357"
          }
        ],
        "agePolicy": "Entry and a paid ticket are required from age 3; the source does not state a maximum or adults-only restriction.",
        "admission": "ticketed",
        "priceNote": "Current inventory, seat sections and final checkout total must be confirmed on eTicket.",
        "status": "scheduled",
        "checked": "2026-09-22",
        "validUntil": "2026-10-02",
        "coordinates": {
          "lat": 21.1498167,
          "lng": -86.8207833,
          "source": "https://www.waymarking.com/waymarks/WMY5FB_Plaza_de_Toros_Bullfighting_Cancun_Mexico",
          "precision": "Exact landmark marker published as N 21° 08.989 W 086° 49.247; venue name and Bonampak/Sayil location corroborated by the official Plaza de Toros website and eTicket."
        },
        "matchTags": [
          "concert",
          "live music",
          "symphonic",
          "downtown"
        ],
        "musicTags": [
          "latin-pop",
          "romantic-ballad",
          "symphonic-pop"
        ],
        "sceneTags": [
          "concert",
          "broad-audience"
        ],
        "name": "Mijares Sinfónico",
        "kind": "event",
        "category": "concert",
        "tags": [
          "concert",
          "live music",
          "symphonic",
          "downtown"
        ],
        "image": null
      },
      {
        "id": "rakata-saturday-party-2026-10-03",
        "title": "Saturday's Rakata",
        "type": "dj",
        "startDate": "2026-10-03",
        "endDate": "2026-10-03",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": "rakata-cancun",
        "venueName": "Rakata Cancún",
        "city": "Cancún",
        "area": "punta",
        "areaLabel": "Punta Cancún",
        "summary": "Exact-date Saturday reggaetón club-night listing.",
        "official": "https://mandalatickets.com/en/cancun/events/rakata/saturday-party",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://mandalatickets.com/en/cancun/events/rakata/saturday-party"
          }
        ],
        "agePolicy": "Mandala Group generally requires 18+ and physical official photo ID; verify this event and the selected package.",
        "admission": "ticketed",
        "priceNote": "Ticket, table, minimum-spend and final checkout terms must be confirmed with the event organizer.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-10-03",
        "coordinates": {
          "lat": 21.132980884108683,
          "lng": -86.75026568870197,
          "source": "https://mandalatickets.com/en/cancun/events/rakata/viernes",
          "precision": "Operator-embedded map for the named Rakata venue; recheck before public pinning."
        },
        "matchTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "musicTags": [
          "reggaeton"
        ],
        "sceneTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "name": "Saturday's Rakata",
        "kind": "event",
        "category": "dj",
        "tags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "image": null
      },
      {
        "id": "arath-herce-musas-cancun-2026-10-03",
        "title": "Arath Herce: Musas en Tour 2026",
        "type": "concert",
        "startDate": "2026-10-03",
        "endDate": "2026-10-03",
        "startTime": "21:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Mora Mora",
        "city": "Cancún",
        "area": "downtown",
        "areaLabel": "Downtown Cancún / SM 62",
        "summary": "Arath Herce brings the Musas tour to the Mora Mora cultural restaurant and performance space.",
        "official": "https://orangegigs.mx/producto/arath-herce-cancun/",
        "sources": [
          {
            "label": "Orange Gigs promoter listing: artist, city, date and venue",
            "url": "https://orangegigs.mx/producto/arath-herce-cancun/"
          },
          {
            "label": "AREMA ticket page: tour title, date, 21:00 time, address and ticket categories",
            "url": "https://oxxo.arema.mx/e/17123/arath-herce-musas-en-tour-2026-en-cancun"
          }
        ],
        "agePolicy": "No age policy is published on the reviewed promoter or ticket page; confirm with the organizer before purchase.",
        "admission": "ticketed",
        "priceNote": "AREMA lists general and meet-and-greet categories; confirm current inventory, charges and final total at checkout.",
        "status": "scheduled",
        "checked": "2026-09-22",
        "validUntil": "2026-10-03",
        "coordinates": null,
        "matchTags": [
          "concert",
          "live music",
          "singer-songwriter",
          "downtown"
        ],
        "musicTags": [
          "singer-songwriter"
        ],
        "sceneTags": [
          "intimate-concert",
          "cultural-venue"
        ],
        "name": "Arath Herce: Musas en Tour 2026",
        "kind": "event",
        "category": "concert",
        "tags": [
          "concert",
          "live music",
          "singer-songwriter",
          "downtown"
        ],
        "image": null
      },
      {
        "id": "enjambre-danos-luz-cancun-2026-10-03",
        "title": "Enjambre: Daños Luz Tour 2026",
        "type": "concert",
        "startDate": "2026-10-03",
        "endDate": "2026-10-03",
        "startTime": "21:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Plaza de Toros Cancún",
        "city": "Cancún",
        "area": "downtown",
        "areaLabel": "Downtown Cancún / SM 4A",
        "summary": "Mexican alternative-rock band Enjambre stops in Cancún on its Daños Luz Tour 2026.",
        "official": "https://orangegigs.mx/producto/enjambre-cancun/",
        "sources": [
          {
            "label": "Orange Gigs promoter listing: artist, city, date and venue",
            "url": "https://orangegigs.mx/producto/enjambre-cancun/"
          },
          {
            "label": "Tiketpass event page: tour title, date, 21:00 time and venue",
            "url": "https://www.tiketpass.com/eventos/enjambre/index.html"
          }
        ],
        "agePolicy": "No age policy is published on the reviewed promoter or ticket page; confirm before purchase.",
        "admission": "ticketed",
        "priceNote": "No price is recorded because the reviewed primary pages did not expose a stable final checkout price.",
        "status": "scheduled",
        "checked": "2026-09-22",
        "validUntil": "2026-10-03",
        "coordinates": {
          "lat": 21.1498167,
          "lng": -86.8207833,
          "source": "https://www.waymarking.com/waymarks/WMY5FB_Plaza_de_Toros_Bullfighting_Cancun_Mexico",
          "precision": "Exact landmark marker published as N 21° 08.989 W 086° 49.247; venue name and Bonampak/Sayil location corroborated by the official Plaza de Toros website and eTicket."
        },
        "matchTags": [
          "concert",
          "live music",
          "alternative rock",
          "downtown"
        ],
        "musicTags": [
          "alternative-rock",
          "latin-rock"
        ],
        "sceneTags": [
          "rock-concert"
        ],
        "name": "Enjambre: Daños Luz Tour 2026",
        "kind": "event",
        "category": "concert",
        "tags": [
          "concert",
          "live music",
          "alternative rock",
          "downtown"
        ],
        "image": null
      },
      {
        "id": "rakata-viernes-2026-10-09",
        "title": "Viernes de Rakata",
        "type": "dj",
        "startDate": "2026-10-09",
        "endDate": "2026-10-09",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": "rakata-cancun",
        "venueName": "Rakata Cancún",
        "city": "Cancún",
        "area": "punta",
        "areaLabel": "Punta Cancún",
        "summary": "Exact-date Friday reggaetón and dembow club-night listing.",
        "official": "https://mandalatickets.com/en/cancun/events/rakata/viernes-rakata",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://mandalatickets.com/en/cancun/events/rakata/viernes-rakata"
          }
        ],
        "agePolicy": "Mandala Group generally requires 18+ and physical official photo ID; verify this event and the selected package.",
        "admission": "ticketed",
        "priceNote": "Ticket, table, minimum-spend and final checkout terms must be confirmed with the event organizer.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-10-09",
        "coordinates": {
          "lat": 21.132980884108683,
          "lng": -86.75026568870197,
          "source": "https://mandalatickets.com/en/cancun/events/rakata/viernes",
          "precision": "Operator-embedded map for the named Rakata venue; recheck before public pinning."
        },
        "matchTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "musicTags": [
          "reggaeton"
        ],
        "sceneTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "name": "Viernes de Rakata",
        "kind": "event",
        "category": "dj",
        "tags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "image": null
      },
      {
        "id": "rakata-sabado-sin-censura-2026-10-10",
        "title": "Sábado Sin Censura",
        "type": "dj",
        "startDate": "2026-10-10",
        "endDate": "2026-10-10",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": "rakata-cancun",
        "venueName": "Rakata Cancún",
        "city": "Cancún",
        "area": "punta",
        "areaLabel": "Punta Cancún",
        "summary": "Exact-date Saturday perreo club-night listing.",
        "official": "https://mandalatickets.com/en/cancun/events/rakata/sabado-sin-censura",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://mandalatickets.com/en/cancun/events/rakata/sabado-sin-censura"
          }
        ],
        "agePolicy": "Mandala Group generally requires 18+ and physical official photo ID; verify this event and the selected package.",
        "admission": "ticketed",
        "priceNote": "Ticket, table, minimum-spend and final checkout terms must be confirmed with the event organizer.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-10-10",
        "coordinates": {
          "lat": 21.132980884108683,
          "lng": -86.75026568870197,
          "source": "https://mandalatickets.com/en/cancun/events/rakata/viernes",
          "precision": "Operator-embedded map for the named Rakata venue; recheck before public pinning."
        },
        "matchTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "musicTags": [
          "reggaeton"
        ],
        "sceneTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "name": "Sábado Sin Censura",
        "kind": "event",
        "category": "dj",
        "tags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "image": null
      },
      {
        "id": "rakata-rakatazo-2026-10-16",
        "title": "Viernes de Rakatazo",
        "type": "dj",
        "startDate": "2026-10-16",
        "endDate": "2026-10-16",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": "rakata-cancun",
        "venueName": "Rakata Cancún",
        "city": "Cancún",
        "area": "punta",
        "areaLabel": "Punta Cancún",
        "summary": "Exact-date Friday reggaetón club-night listing.",
        "official": "https://mandalatickets.com/es/cancun/events/rakata/rakatazo-viernes",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://mandalatickets.com/es/cancun/events/rakata/rakatazo-viernes"
          }
        ],
        "agePolicy": "Mandala Group generally requires 18+ and physical official photo ID; verify this event and the selected package.",
        "admission": "ticketed",
        "priceNote": "Ticket, table, minimum-spend and final checkout terms must be confirmed with the event organizer.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-10-16",
        "coordinates": {
          "lat": 21.132980884108683,
          "lng": -86.75026568870197,
          "source": "https://mandalatickets.com/en/cancun/events/rakata/viernes",
          "precision": "Operator-embedded map for the named Rakata venue; recheck before public pinning."
        },
        "matchTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "musicTags": [
          "reggaeton"
        ],
        "sceneTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "name": "Viernes de Rakatazo",
        "kind": "event",
        "category": "dj",
        "tags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "image": null
      },
      {
        "id": "rakata-heaviest-saturday-2026-10-17",
        "title": "Heaviest Saturday",
        "type": "dj",
        "startDate": "2026-10-17",
        "endDate": "2026-10-17",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": "rakata-cancun",
        "venueName": "Rakata Cancún",
        "city": "Cancún",
        "area": "punta",
        "areaLabel": "Punta Cancún",
        "summary": "Exact-date Saturday perreo club-night listing.",
        "official": "https://mandalatickets.com/en/cancun/events/rakata/heaviest-saturday",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://mandalatickets.com/en/cancun/events/rakata/heaviest-saturday"
          }
        ],
        "agePolicy": "Mandala Group generally requires 18+ and physical official photo ID; verify this event and the selected package.",
        "admission": "ticketed",
        "priceNote": "Ticket, table, minimum-spend and final checkout terms must be confirmed with the event organizer.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-10-17",
        "coordinates": {
          "lat": 21.132980884108683,
          "lng": -86.75026568870197,
          "source": "https://mandalatickets.com/en/cancun/events/rakata/viernes",
          "precision": "Operator-embedded map for the named Rakata venue; recheck before public pinning."
        },
        "matchTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "musicTags": [
          "reggaeton"
        ],
        "sceneTags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "name": "Heaviest Saturday",
        "kind": "event",
        "category": "dj",
        "tags": [
          "reggaeton",
          "club-night",
          "date-confirmed-series"
        ],
        "image": null
      },
      {
        "id": "marriott-oktoberfest-2026-10-17",
        "title": "Oktoberfest 2026 at Marriott Cancun",
        "type": "festival",
        "startDate": "2026-10-17",
        "endDate": "2026-10-18",
        "startTime": "17:30",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Marriott Cancun, An All-Inclusive Resort",
        "city": "Cancún",
        "area": "south",
        "areaLabel": "Central & south Hotel Zone",
        "summary": "Live music, beer, dancing and games at the resort’s two-day Bavarian celebration.",
        "official": "https://event.marriott.com/cunmx-marriott-cancun-an-all-inclusive-resort/events/cancun/oktoberfest-2026-a-bavarian-celebration-at-marriott-cancun",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://event.marriott.com/cunmx-marriott-cancun-an-all-inclusive-resort/events/cancun/oktoberfest-2026-a-bavarian-celebration-at-marriott-cancun"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-10-18",
        "coordinates": null,
        "matchTags": [
          "resort-event",
          "beer-festival",
          "live-music"
        ],
        "musicTags": [
          "live-music"
        ],
        "sceneTags": [
          "resort-event",
          "beer-festival",
          "live-music"
        ],
        "name": "Oktoberfest 2026 at Marriott Cancun",
        "kind": "event",
        "category": "festival",
        "tags": [
          "resort-event",
          "beer-festival",
          "live-music"
        ],
        "image": null
      },
      {
        "id": "cmll-invade-cancun-2026-10-24",
        "title": "CMLL Invade Cancún",
        "type": "live_performance",
        "startDate": "2026-10-24",
        "endDate": "2026-10-24",
        "startTime": "19:30",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Plaza de Toros Cancún",
        "city": "Cancún",
        "area": "downtown",
        "areaLabel": "Downtown Cancún / SM 4A",
        "summary": "A ticketed CMLL live wrestling show at Plaza de Toros Cancún. The ticketing listing names wrestlers on the card; confirm the final card and entry details with the seller.",
        "official": "https://tiketpass.com/eventos/cmll-cancun/index.html",
        "sources": [
          {
            "label": "Official ticketing listing: date, local time, venue and event title",
            "url": "https://tiketpass.com/eventos/cmll-cancun/index.html"
          }
        ],
        "agePolicy": "Not stated on the reviewed event listing; confirm with the ticket seller.",
        "admission": "ticketed",
        "priceNote": "The event listing links to ticket purchase; current prices, service charges and availability must be checked at checkout.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-10-24",
        "coordinates": {
          "lat": 21.1498167,
          "lng": -86.8207833,
          "source": "https://www.waymarking.com/waymarks/WMY5FB_Plaza_de_Toros_Bullfighting_Cancun_Mexico",
          "precision": "Exact landmark marker already used by existing Plaza de Toros event records; venue name and Bonampak/Sayil address are corroborated by the ticketing listing."
        },
        "matchTags": [
          "live-show",
          "wrestling",
          "local-event"
        ],
        "musicTags": [],
        "sceneTags": [
          "live-show",
          "wrestling",
          "ticketed-event"
        ],
        "name": "CMLL Invade Cancún",
        "kind": "event",
        "category": "live performance",
        "tags": [
          "live-show",
          "wrestling",
          "local-event"
        ],
        "image": null
      },
      {
        "id": "hilton-cancun-mar-caribe-halloween-2026-10-31",
        "title": "Hilton Cancun Mar Caribe Halloween Costume Contest",
        "type": "theme_night",
        "startDate": "2026-10-31",
        "endDate": "2026-10-31",
        "startTime": "21:30",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Chala Sky Bar at Hilton Cancun Mar Caribe",
        "city": "Cancún",
        "area": "south",
        "areaLabel": "Hotel Zone / Kukulcan Km 17",
        "summary": "The resort's published 2026 Halloween program includes a nighttime costume contest at Chala Sky Bar.",
        "official": "https://www.hilton.com/en/hotels/cunmchh-hilton-cancun-mar-caribe-all-inclusive-resort/plan-your-visit/holidays/",
        "sources": [
          {
            "label": "Hilton Cancun Mar Caribe 2026 holiday page: Halloween date, activity, time and location",
            "url": "https://www.hilton.com/en/hotels/cunmchh-hilton-cancun-mar-caribe-all-inclusive-resort/plan-your-visit/holidays/"
          },
          {
            "label": "Hilton official location page: Hotel Zone identity, Km 17 address and event organizer-linked map",
            "url": "https://www.hilton.com/en/hotels/cunmchh-hilton-cancun-mar-caribe-all-inclusive-resort/hotel-location/"
          }
        ],
        "agePolicy": "No event-specific age policy is published; the resort program also contains family activities, so do not assume adults-only entry.",
        "admission": "unknown",
        "priceNote": "The official page does not publish standalone admission or an event price; confirm guest eligibility and any reservation requirement with the resort.",
        "status": "scheduled",
        "checked": "2026-09-22",
        "validUntil": "2026-10-31",
        "coordinates": null,
        "matchTags": [
          "Halloween",
          "costume contest",
          "theme night",
          "Hotel Zone"
        ],
        "musicTags": [],
        "sceneTags": [
          "resort-event",
          "holiday",
          "costume-event",
          "family-compatible"
        ],
        "name": "Hilton Cancun Mar Caribe Halloween Costume Contest",
        "kind": "event",
        "category": "theme night",
        "tags": [
          "Halloween",
          "costume contest",
          "theme night",
          "Hotel Zone"
        ],
        "image": null
      },
      {
        "id": "hilton-mar-caribe-day-of-the-dead-2026-11-02",
        "title": "Día de Muertos at Hilton Cancun Mar Caribe",
        "type": "cultural_event",
        "startDate": "2026-11-02",
        "endDate": "2026-11-02",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Hilton Cancun Mar Caribe All-Inclusive Resort",
        "city": "Cancún",
        "area": "south",
        "areaLabel": "Central & south Hotel Zone",
        "summary": "Hilton lists a Día de Muertos program with altars, color and remembrance activities. The page does not publish a start time or whether non-guests can attend.",
        "official": "https://www.hilton.com/en/hotels/cunmchh-hilton-cancun-mar-caribe-all-inclusive-resort/plan-your-visit/holidays/",
        "sources": [
          {
            "label": "Hilton holiday program: exact date and activity description",
            "url": "https://www.hilton.com/en/hotels/cunmchh-hilton-cancun-mar-caribe-all-inclusive-resort/plan-your-visit/holidays/"
          }
        ],
        "agePolicy": "Not stated; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, hours and any supplement are not published; confirm with Hilton.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-11-02",
        "coordinates": null,
        "matchTags": [
          "cultural-event",
          "dia-de-muertos",
          "resort-event"
        ],
        "musicTags": [],
        "sceneTags": [
          "cultural-event",
          "resort-event"
        ],
        "name": "Día de Muertos at Hilton Cancun Mar Caribe",
        "kind": "event",
        "category": "cultural event",
        "tags": [
          "cultural-event",
          "dia-de-muertos",
          "resort-event"
        ],
        "image": null
      },
      {
        "id": "marriott-day-of-the-dead-2026-11-02",
        "title": "Día de Muertos Exhibition at Marriott Cancun",
        "type": "cultural_event",
        "startDate": "2026-11-02",
        "endDate": "2026-11-02",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Marriott Cancun, An All-Inclusive Resort",
        "city": "Cancún",
        "area": "south",
        "areaLabel": "Central & south Hotel Zone",
        "summary": "The resort lists a one-day exhibition about Día de Muertos, a Mexican tradition. Opening hours, guest eligibility and any access charge are not stated on the event page.",
        "official": "https://event.marriott.com/cunmx-marriott-cancun-an-all-inclusive-resort/events/cancun/day-of-the-dead",
        "sources": [
          {
            "label": "Marriott event page: exact date, event description and property address",
            "url": "https://event.marriott.com/cunmx-marriott-cancun-an-all-inclusive-resort/events/cancun/day-of-the-dead"
          }
        ],
        "agePolicy": "Not stated; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, hours and any supplement are not published; confirm with Marriott.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-11-02",
        "coordinates": null,
        "matchTags": [
          "cultural-event",
          "dia-de-muertos",
          "resort-event"
        ],
        "musicTags": [],
        "sceneTags": [
          "cultural-event",
          "resort-event"
        ],
        "name": "Día de Muertos Exhibition at Marriott Cancun",
        "kind": "event",
        "category": "cultural event",
        "tags": [
          "cultural-event",
          "dia-de-muertos",
          "resort-event"
        ],
        "image": null
      },
      {
        "id": "panteon-rococo-cancun-2026-11-14",
        "title": "Panteón Rococó",
        "type": "concert",
        "startDate": "2026-11-14",
        "endDate": "2026-11-14",
        "startTime": "20:30",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Plaza de Toros Cancún",
        "city": "Cancún",
        "area": "downtown",
        "areaLabel": "Downtown Cancún / SM 4A",
        "summary": "Panteón Rococó returns to Cancún with its 30th-anniversary ska-rock celebration.",
        "official": "https://panteonrococo.com/js_events/irapuato/",
        "sources": [
          {
            "label": "Panteón Rococó official event page: Cancún date, venue and event description",
            "url": "https://panteonrococo.com/js_events/irapuato/"
          },
          {
            "label": "eTicket event page: 20:30 time, address and admission note",
            "url": "https://www.eticket.mx/masinformacion.aspx?idevento=35837"
          }
        ],
        "agePolicy": "Entry and a paid ticket are required from age 3; the source does not state a maximum or adults-only restriction.",
        "admission": "ticketed",
        "priceNote": "Current inventory, seat sections and final checkout total must be confirmed on eTicket.",
        "status": "scheduled",
        "checked": "2026-09-22",
        "validUntil": "2026-11-14",
        "coordinates": {
          "lat": 21.1498167,
          "lng": -86.8207833,
          "source": "https://www.waymarking.com/waymarks/WMY5FB_Plaza_de_Toros_Bullfighting_Cancun_Mexico",
          "precision": "Exact landmark marker published as N 21° 08.989 W 086° 49.247; venue name and Bonampak/Sayil location corroborated by the official Plaza de Toros website and eTicket."
        },
        "matchTags": [
          "concert",
          "live music",
          "ska",
          "rock",
          "downtown"
        ],
        "musicTags": [
          "ska",
          "rock",
          "latin-rock"
        ],
        "sceneTags": [
          "high-energy-concert"
        ],
        "name": "Panteón Rococó",
        "kind": "event",
        "category": "concert",
        "tags": [
          "concert",
          "live music",
          "ska",
          "rock",
          "downtown"
        ],
        "image": null
      },
      {
        "id": "hilton-mar-caribe-thanksgiving-2026-11-26",
        "title": "Thanksgiving at Hilton Cancun Mar Caribe",
        "type": "holiday_event",
        "startDate": "2026-11-26",
        "endDate": "2026-11-26",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Hilton Cancun Mar Caribe All-Inclusive Resort",
        "city": "Cancún",
        "area": "south",
        "areaLabel": "Central & south Hotel Zone",
        "summary": "Hilton lists themed dining, poolside shows and Thanksgiving football for the holiday. Specific show times, reservations, guest eligibility and any supplement are not stated on the program page.",
        "official": "https://www.hilton.com/en/hotels/cunmchh-hilton-cancun-mar-caribe-all-inclusive-resort/plan-your-visit/holidays/",
        "sources": [
          {
            "label": "Hilton holiday program: exact date and listed experiences",
            "url": "https://www.hilton.com/en/hotels/cunmchh-hilton-cancun-mar-caribe-all-inclusive-resort/plan-your-visit/holidays/"
          }
        ],
        "agePolicy": "Not stated; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, dining reservations, show times and any supplement are not published; confirm with Hilton.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-11-26",
        "coordinates": null,
        "matchTags": [
          "holiday-event",
          "resort-show",
          "resort-event"
        ],
        "musicTags": [],
        "sceneTags": [
          "holiday-event",
          "resort-show",
          "resort-event"
        ],
        "name": "Thanksgiving at Hilton Cancun Mar Caribe",
        "kind": "event",
        "category": "holiday event",
        "tags": [
          "holiday-event",
          "resort-show",
          "resort-event"
        ],
        "image": null
      },
      {
        "id": "yuridia-las-cartas-cancun-2026-11-26",
        "title": "Yuridia: Las Cartas Sobre la Mesa Tour",
        "type": "concert",
        "startDate": "2026-11-26",
        "endDate": "2026-11-26",
        "startTime": "21:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Plaza de Toros Cancún",
        "city": "Cancún",
        "area": "downtown",
        "areaLabel": "Downtown Cancún / SM 4A",
        "summary": "Yuridia performs her Las Cartas Sobre la Mesa tour in Cancún, spanning romantic ballads, pop and regional Mexican music.",
        "official": "https://www.eticket.mx/masinformacion.aspx?idevento=35594",
        "sources": [
          {
            "label": "eTicket event page: tour, date, 21:00 time, venue and address",
            "url": "https://www.eticket.mx/masinformacion.aspx?idevento=35594"
          }
        ],
        "agePolicy": "No age policy is published on the reviewed event page; confirm before purchase.",
        "admission": "ticketed",
        "priceNote": "Current inventory, seat sections and final checkout total must be confirmed on eTicket.",
        "status": "scheduled",
        "checked": "2026-09-22",
        "validUntil": "2026-11-26",
        "coordinates": {
          "lat": 21.1498167,
          "lng": -86.8207833,
          "source": "https://www.waymarking.com/waymarks/WMY5FB_Plaza_de_Toros_Bullfighting_Cancun_Mexico",
          "precision": "Exact landmark marker published as N 21° 08.989 W 086° 49.247; venue name and Bonampak/Sayil location corroborated by the official Plaza de Toros website and eTicket."
        },
        "matchTags": [
          "concert",
          "live music",
          "pop",
          "regional Mexican",
          "downtown"
        ],
        "musicTags": [
          "latin-pop",
          "romantic-ballad",
          "regional-mexican"
        ],
        "sceneTags": [
          "concert",
          "broad-audience"
        ],
        "name": "Yuridia: Las Cartas Sobre la Mesa Tour",
        "kind": "event",
        "category": "concert",
        "tags": [
          "concert",
          "live music",
          "pop",
          "regional Mexican",
          "downtown"
        ],
        "image": null
      },
      {
        "id": "hilton-cancun-christmas-tree-lighting-2026-12-01",
        "title": "Christmas Tree Lighting Pajama Party",
        "type": "holiday_event",
        "startDate": "2026-12-01",
        "endDate": "2026-12-01",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Hilton Cancun, an All-Inclusive Resort",
        "city": "Cancún",
        "area": "riviera",
        "areaLabel": "Riviera Cancún resort corridor",
        "summary": "Hilton lists a tree-lighting ceremony with live holiday music and festive drinks. The event organizer does not publish a start time or whether visitors who are not resort guests can attend.",
        "official": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/seasonal-activities/",
        "sources": [
          {
            "label": "Hilton seasonal activities: exact date and program description",
            "url": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/seasonal-activities/"
          }
        ],
        "agePolicy": "Not stated; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, start time and any supplement are not published; confirm with Hilton.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-12-01",
        "coordinates": {
          "lat": 20.95324,
          "lng": -86.83638,
          "source": "https://mapcarta.com/W1288549889",
          "precision": "Hilton Cancun building pin already used by existing event records; resort identity is explicit on the operator program."
        },
        "matchTags": [
          "holiday-event",
          "live-music",
          "resort-event"
        ],
        "musicTags": [
          "holiday-music"
        ],
        "sceneTags": [
          "holiday-event",
          "live-music",
          "resort-event"
        ],
        "name": "Christmas Tree Lighting Pajama Party",
        "kind": "event",
        "category": "holiday event",
        "tags": [
          "holiday-event",
          "live-music",
          "resort-event"
        ],
        "image": null
      },
      {
        "id": "hilton-cancun-santacon-2026-12-01",
        "title": "Santacon Party",
        "type": "theme_night",
        "startDate": "2026-12-01",
        "endDate": "2026-12-01",
        "startTime": "21:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Lobby Terrace, Hilton Cancun, an All-Inclusive Resort",
        "city": "Cancún",
        "area": "riviera",
        "areaLabel": "Riviera Cancún resort corridor",
        "summary": "Holiday theme party following the resort’s tree-lighting cocktails.",
        "official": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-12-01",
        "coordinates": {
          "lat": 20.95324,
          "lng": -86.83638,
          "source": "https://mapcarta.com/W1288549889",
          "precision": "Exact named hotel building marker from OpenStreetMap way 1288549889; Hilton brand and operator phone match the official branch location page."
        },
        "matchTags": [
          "resort-event",
          "holiday-party"
        ],
        "musicTags": [],
        "sceneTags": [
          "resort-event",
          "holiday-party"
        ],
        "name": "Santacon Party",
        "kind": "event",
        "category": "theme night",
        "tags": [
          "resort-event",
          "holiday-party"
        ],
        "image": null
      },
      {
        "id": "pimpinela-leyendas-cancun-2026-12-02",
        "title": "Pimpinela: Leyendas",
        "type": "concert",
        "startDate": "2026-12-02",
        "endDate": "2026-12-02",
        "startTime": "21:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Plaza de Toros Cancún",
        "city": "Cancún",
        "area": "downtown",
        "areaLabel": "Downtown Cancún / SM 4A",
        "summary": "Pimpinela brings the Leyendas concert to Plaza de Toros Cancún, built around the duo's long-running Spanish-language hits.",
        "official": "https://betawww.eticket.mx/masinformacion.aspx?idevento=36084",
        "sources": [
          {
            "label": "eTicket event page: tour, date, 21:00 time, venue, address and admission note",
            "url": "https://betawww.eticket.mx/masinformacion.aspx?idevento=36084"
          }
        ],
        "agePolicy": "Entry and a paid ticket are required from age 3; the source does not state a maximum or adults-only restriction.",
        "admission": "ticketed",
        "priceNote": "Current inventory, seat sections and final checkout total must be confirmed on eTicket.",
        "status": "scheduled",
        "checked": "2026-09-22",
        "validUntil": "2026-12-02",
        "coordinates": {
          "lat": 21.1498167,
          "lng": -86.8207833,
          "source": "https://www.waymarking.com/waymarks/WMY5FB_Plaza_de_Toros_Bullfighting_Cancun_Mexico",
          "precision": "Exact landmark marker published as N 21° 08.989 W 086° 49.247; venue name and Bonampak/Sayil location corroborated by the official Plaza de Toros website and eTicket."
        },
        "matchTags": [
          "concert",
          "live music",
          "Latin pop",
          "downtown"
        ],
        "musicTags": [
          "latin-pop",
          "romantic-ballad"
        ],
        "sceneTags": [
          "concert",
          "broad-audience"
        ],
        "name": "Pimpinela: Leyendas",
        "kind": "event",
        "category": "concert",
        "tags": [
          "concert",
          "live music",
          "Latin pop",
          "downtown"
        ],
        "image": null
      },
      {
        "id": "siddhartha-cancun-2026-12-05",
        "title": "Siddhartha: Tú y Yo Tour",
        "type": "concert",
        "startDate": "2026-12-05",
        "endDate": "2026-12-05",
        "startTime": "20:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Plaza de Toros Cancún",
        "city": "Cancún",
        "area": "downtown",
        "areaLabel": "Downtown Cancún / SM 4A",
        "summary": "Siddhartha's 2026 tour lists a Cancún date at Plaza de Toros Cancún. The ticket seller publishes an 8:00 PM start; verify final entry and ticket terms at checkout.",
        "official": "https://siddharthatour.com/es",
        "sources": [
          {
            "label": "Artist tour calendar: exact Cancún date and venue",
            "url": "https://siddharthatour.com/es"
          },
          {
            "label": "Official ticketing page: exact date, venue and local start time",
            "url": "https://boletostkpass.comprarboletos.com/musica/siddhartha-en-cancun-364"
          }
        ],
        "agePolicy": "Not stated on the reviewed event sources; confirm with ticket seller.",
        "admission": "ticketed",
        "priceNote": "Prices and availability can change; check the seller's final total and service charges at checkout.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-12-05",
        "coordinates": {
          "lat": 21.1498167,
          "lng": -86.8207833,
          "source": "https://www.waymarking.com/waymarks/WMY5FB_Plaza_de_Toros_Bullfighting_Cancun_Mexico",
          "precision": "Exact landmark marker already used by existing Plaza de Toros event records; venue name and Bonampak/Sayil address are corroborated by the ticketing listing."
        },
        "matchTags": [
          "live-concert"
        ],
        "musicTags": [],
        "sceneTags": [
          "live-concert"
        ],
        "name": "Siddhartha: Tú y Yo Tour",
        "kind": "event",
        "category": "concert",
        "tags": [
          "live-concert"
        ],
        "image": null
      },
      {
        "id": "hilton-cancun-amai-christmas-2026-12-24",
        "title": "AMAI Christmas Night",
        "type": "theme_night",
        "startDate": "2026-12-24",
        "endDate": "2026-12-24",
        "startTime": "21:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "AMAI Beach Club, Hilton Cancun, an All-Inclusive Resort",
        "city": "Cancún",
        "area": "riviera",
        "areaLabel": "Riviera Cancún resort corridor",
        "summary": "A dated Christmas Eve program at the resort beach club; music format is not published.",
        "official": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-12-24",
        "coordinates": {
          "lat": 20.95324,
          "lng": -86.83638,
          "source": "https://mapcarta.com/W1288549889",
          "precision": "Exact named hotel building marker from OpenStreetMap way 1288549889; Hilton brand and operator phone match the official branch location page."
        },
        "matchTags": [
          "resort-event",
          "beach-club",
          "holiday"
        ],
        "musicTags": [],
        "sceneTags": [
          "resort-event",
          "beach-club",
          "holiday"
        ],
        "name": "AMAI Christmas Night",
        "kind": "event",
        "category": "theme night",
        "tags": [
          "resort-event",
          "beach-club",
          "holiday"
        ],
        "image": null
      },
      {
        "id": "hilton-cancun-santacon-christmas-2026-12-24",
        "title": "Santacon Christmas Party",
        "type": "theme_night",
        "startDate": "2026-12-24",
        "endDate": "2026-12-24",
        "startTime": "22:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Lobby Terrace, Hilton Cancun, an All-Inclusive Resort",
        "city": "Cancún",
        "area": "riviera",
        "areaLabel": "Riviera Cancún resort corridor",
        "summary": "A late Christmas Eve theme party at the resort lobby terrace.",
        "official": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-12-24",
        "coordinates": {
          "lat": 20.95324,
          "lng": -86.83638,
          "source": "https://mapcarta.com/W1288549889",
          "precision": "Exact named hotel building marker from OpenStreetMap way 1288549889; Hilton brand and operator phone match the official branch location page."
        },
        "matchTags": [
          "resort-event",
          "holiday-party"
        ],
        "musicTags": [],
        "sceneTags": [
          "resort-event",
          "holiday-party"
        ],
        "name": "Santacon Christmas Party",
        "kind": "event",
        "category": "theme night",
        "tags": [
          "resort-event",
          "holiday-party"
        ],
        "image": null
      },
      {
        "id": "hilton-cancun-christmas-foam-2026-12-25",
        "title": "Christmas Foam Party",
        "type": "pool_party",
        "startDate": "2026-12-25",
        "endDate": "2026-12-25",
        "startTime": "12:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "South Pool, Hilton Cancun, an All-Inclusive Resort",
        "city": "Cancún",
        "area": "riviera",
        "areaLabel": "Riviera Cancún resort corridor",
        "summary": "Christmas Day pool and foam party at the resort.",
        "official": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-12-25",
        "coordinates": {
          "lat": 20.95324,
          "lng": -86.83638,
          "source": "https://mapcarta.com/W1288549889",
          "precision": "Exact named hotel building marker from OpenStreetMap way 1288549889; Hilton brand and operator phone match the official branch location page."
        },
        "matchTags": [
          "resort-event",
          "foam-party",
          "pool-party"
        ],
        "musicTags": [],
        "sceneTags": [
          "resort-event",
          "foam-party",
          "pool-party"
        ],
        "name": "Christmas Foam Party",
        "kind": "event",
        "category": "pool party",
        "tags": [
          "resort-event",
          "foam-party",
          "pool-party"
        ],
        "image": null
      },
      {
        "id": "hilton-mar-caribe-nye-2026-12-31",
        "title": "Hilton Cancun Mar Caribe New Year’s Eve Celebration",
        "type": "theme_night",
        "startDate": "2026-12-31",
        "endDate": "2026-12-31",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Hilton Cancun Mar Caribe All-Inclusive Resort",
        "city": "Cancún",
        "area": "south",
        "areaLabel": "Central & south Hotel Zone",
        "summary": "A music-led New Year’s Eve celebration by the Caribbean Sea; exact program time and room are unpublished.",
        "official": "https://www.hilton.com/en/hotels/cunmchh-hilton-cancun-mar-caribe-all-inclusive-resort/plan-your-visit/holidays/",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://www.hilton.com/en/hotels/cunmchh-hilton-cancun-mar-caribe-all-inclusive-resort/plan-your-visit/holidays/"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-12-31",
        "coordinates": null,
        "matchTags": [
          "resort-event",
          "new-years-eve"
        ],
        "musicTags": [],
        "sceneTags": [
          "resort-event",
          "new-years-eve"
        ],
        "name": "Hilton Cancun Mar Caribe New Year’s Eve Celebration",
        "kind": "event",
        "category": "theme night",
        "tags": [
          "resort-event",
          "new-years-eve"
        ],
        "image": null
      },
      {
        "id": "hilton-cancun-nye-amai-white-party-2026-12-31",
        "title": "AMAI Beach Club White Party",
        "type": "theme_night",
        "startDate": "2026-12-31",
        "endDate": "2026-12-31",
        "startTime": "19:30",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "AMAI Beach Club, Hilton Cancun, an All-Inclusive Resort",
        "city": "Cancún",
        "area": "riviera",
        "areaLabel": "Riviera Cancún resort corridor",
        "summary": "AMAI Beach Club White Party at Hilton Cancun; resort-entry and supplement terms require confirmation.",
        "official": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/",
        "sources": [
          {
            "label": "Hilton dated festive-season program",
            "url": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-12-31",
        "coordinates": {
          "lat": 20.95324,
          "lng": -86.83638,
          "source": "https://mapcarta.com/W1288549889",
          "precision": "Exact named hotel building marker from OpenStreetMap way 1288549889; Hilton brand and operator phone match the official branch location page."
        },
        "matchTags": [
          "new-years-eve",
          "resort-event"
        ],
        "musicTags": [],
        "sceneTags": [
          "new-years-eve",
          "resort-event"
        ],
        "name": "AMAI Beach Club White Party",
        "kind": "event",
        "category": "theme night",
        "tags": [
          "new-years-eve",
          "resort-event"
        ],
        "image": null
      },
      {
        "id": "hilton-cancun-nye-disco-night-2026-12-31",
        "title": "Arena Ballroom Disco Night",
        "type": "theme_night",
        "startDate": "2026-12-31",
        "endDate": "2026-12-31",
        "startTime": "20:30",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Arena Ballroom, Hilton Cancun, an All-Inclusive Resort",
        "city": "Cancún",
        "area": "riviera",
        "areaLabel": "Riviera Cancún resort corridor",
        "summary": "Arena Ballroom Disco Night at Hilton Cancun; resort-entry and supplement terms require confirmation.",
        "official": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/",
        "sources": [
          {
            "label": "Hilton dated festive-season program",
            "url": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2026-12-31",
        "coordinates": {
          "lat": 20.95324,
          "lng": -86.83638,
          "source": "https://mapcarta.com/W1288549889",
          "precision": "Exact named hotel building marker from OpenStreetMap way 1288549889; Hilton brand and operator phone match the official branch location page."
        },
        "matchTags": [
          "new-years-eve",
          "resort-event"
        ],
        "musicTags": [
          "disco"
        ],
        "sceneTags": [
          "new-years-eve",
          "resort-event"
        ],
        "name": "Arena Ballroom Disco Night",
        "kind": "event",
        "category": "theme night",
        "tags": [
          "new-years-eve",
          "resort-event"
        ],
        "image": null
      },
      {
        "id": "marriott-nye-white-party-2026-12-31",
        "title": "NYE White Party at Marriott Cancun",
        "type": "theme_night",
        "startDate": "2026-12-31",
        "endDate": "2027-01-01",
        "startTime": "22:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Marriott Cancun, An All-Inclusive Resort",
        "city": "Cancún",
        "area": "south",
        "areaLabel": "Central & south Hotel Zone",
        "summary": "New Year’s Eve white party with live music, dancing and countdown entertainment.",
        "official": "https://event.marriott.com/cunmx-marriott-cancun-an-all-inclusive-resort/events/cancun/party-nye",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://event.marriott.com/cunmx-marriott-cancun-an-all-inclusive-resort/events/cancun/party-nye"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2027-01-01",
        "coordinates": null,
        "matchTags": [
          "resort-event",
          "new-years-eve",
          "white-party"
        ],
        "musicTags": [],
        "sceneTags": [
          "resort-event",
          "new-years-eve",
          "white-party"
        ],
        "name": "NYE White Party at Marriott Cancun",
        "kind": "event",
        "category": "theme night",
        "tags": [
          "resort-event",
          "new-years-eve",
          "white-party"
        ],
        "image": null
      },
      {
        "id": "hilton-cancun-new-year-foam-2027-01-01",
        "title": "Kick-Off Daylight Club Foam Party",
        "type": "pool_party",
        "startDate": "2027-01-01",
        "endDate": "2027-01-01",
        "startTime": "12:00",
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "South Pool, Hilton Cancun, an All-Inclusive Resort",
        "city": "Cancún",
        "area": "riviera",
        "areaLabel": "Riviera Cancún resort corridor",
        "summary": "New Year’s Day foam party at the resort pool.",
        "official": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://www.hilton.com/en/hotels/cunqrhh-hilton-cancun/plan-your-visit/festive-season/"
          }
        ],
        "agePolicy": "The event page does not publish a separate age rule; confirm with the property.",
        "admission": "unknown",
        "priceNote": "Guest eligibility, inclusions, any event supplement and availability must be confirmed with the property.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2027-01-01",
        "coordinates": {
          "lat": 20.95324,
          "lng": -86.83638,
          "source": "https://mapcarta.com/W1288549889",
          "precision": "Exact named hotel building marker from OpenStreetMap way 1288549889; Hilton brand and operator phone match the official branch location page."
        },
        "matchTags": [
          "resort-event",
          "foam-party",
          "pool-party"
        ],
        "musicTags": [],
        "sceneTags": [
          "resort-event",
          "foam-party",
          "pool-party"
        ],
        "name": "Kick-Off Daylight Club Foam Party",
        "kind": "event",
        "category": "pool party",
        "tags": [
          "resort-event",
          "foam-party",
          "pool-party"
        ],
        "image": null
      },
      {
        "id": "crash-my-playa-2027",
        "title": "Luke Bryan’s Crash My Playa 2027",
        "type": "festival",
        "startDate": "2027-01-13",
        "endDate": "2027-01-16",
        "startTime": null,
        "timezone": "America/Cancun",
        "venueId": null,
        "venueName": "Moon Palace Cancún",
        "city": "Cancún",
        "area": "riviera",
        "areaLabel": "Riviera Cancún resort corridor",
        "summary": "Four-night country destination festival with oceanfront shows, pool parties and late nights; daily set times are pending.",
        "official": "https://www.crashmyplaya.com/",
        "sources": [
          {
            "label": "Event organizer exact-date program and venue",
            "url": "https://www.crashmyplaya.com/"
          },
          {
            "label": "Organizer FAQ: accommodation package and access terms",
            "url": "https://www.crashmyplaya.com/faqs"
          },
          {
            "label": "Moon Palace official entertainment page: January dates and lineup",
            "url": "https://www.moonpalacecancun.com/es/entretenimiento-eventos"
          }
        ],
        "agePolicy": "Package purchaser must be 18+; designated family packages are available. Confirm guest age terms.",
        "admission": "package_only",
        "priceNote": "Organizer FAQ says show access requires a lodging package; no standalone show ticket. Verify inclusions and premium extras at checkout.",
        "status": "scheduled",
        "checked": "2026-09-23",
        "validUntil": "2027-01-16",
        "coordinates": null,
        "matchTags": [
          "country-music",
          "destination-festival",
          "pool-party"
        ],
        "musicTags": [
          "country-music"
        ],
        "sceneTags": [
          "country-music",
          "destination-festival",
          "pool-party"
        ],
        "name": "Luke Bryan’s Crash My Playa 2027",
        "kind": "event",
        "category": "festival",
        "tags": [
          "country-music",
          "destination-festival",
          "pool-party"
        ],
        "image": null
      }
    ],
    "recurringPrograms": [
      {
        "id": "riu-party-cancun-weekly",
        "title": "RIU Party at Hotel Riu Caribe",
        "type": "pool_party",
        "venueId": "riu-caribe",
        "venueName": "Hotel Riu Caribe",
        "daysOfWeek": [
          2,
          3,
          5,
          6
        ],
        "time": null,
        "summary": "RIU publishes adult pool parties at Riu Caribe every Tuesday, Wednesday, Friday and Saturday, rotating Neon, Pink, White and Jungle themes. The official page does not publish one stable start time for the combined weekly series.",
        "official": "https://www.riu.com/en/riu-experience/riu-party-hotels",
        "sources": [
          {
            "label": "RIU hotel FAQ: Cancun party venue, weekly days, themes, 18+ rule and eligible-guest access",
            "url": "https://www.riu.com/en/hotel/mexico/cancun/hotel-riu-ventura"
          },
          {
            "label": "RIU Party official overview: themed DJ and pool-party concept",
            "url": "https://www.riu.com/en/riu-experience/riu-party-hotels"
          }
        ],
        "checked": "2026-09-22",
        "validUntil": "2026-10-06",
        "confirmation": "Published recurring program; specific dates must be confirmed",
        "agePolicy": "18+.",
        "admission": "guest_only",
        "musicTags": [
          "dj",
          "dance",
          "electronic"
        ],
        "sceneTags": [
          "pool-party",
          "resort-party",
          "high-production"
        ]
      },
      {
        "id": "dcave-saturday-nights",
        "title": "D'Cave Saturday Nights",
        "type": "dj",
        "venueId": "dcave-cancun",
        "venueName": "D'Cave Cancun",
        "daysOfWeek": [
          6
        ],
        "time": "22:00",
        "summary": "D'Cave publishes Saturday operation from 22:00 to 03:00 with electronic, pop and Top 40 music. Reservations are held only until the event organizer's stated check-in cutoff.",
        "official": "https://mandalatickets.com/en/cancun/disco/d-cave",
        "sources": [
          {
            "label": "D'Cave official booking page: Saturdays, hours, music and reservation terms",
            "url": "https://mandalatickets.com/en/cancun/disco/d-cave"
          },
          {
            "label": "Mandala Group FAQ: general 18+ rule and physical-ID requirement",
            "url": "https://mandalatickets.com/info/faqs/en"
          }
        ],
        "checked": "2026-09-22",
        "validUntil": "2026-10-06",
        "confirmation": "Published recurring program; specific dates must be confirmed",
        "agePolicy": "18+ with physical official photo ID under the event organizer's published general policy.",
        "admission": "ticketed",
        "musicTags": [
          "electronic",
          "pop",
          "top-40"
        ],
        "sceneTags": [
          "nightclub",
          "late-night",
          "dress-code"
        ]
      },
      {
        "id": "temptation-weekly-pool-parties",
        "title": "Temptation Weekly Pool Parties",
        "type": "pool_party",
        "venueId": "temptation",
        "venueName": "Temptation Cancun Resort",
        "daysOfWeek": [
          2,
          4,
          6
        ],
        "time": null,
        "summary": "Temptation publishes Fire Up Foam Party on Tuesdays, Naughty-cal Pool Party on Thursdays and Peace and Love Foam Party on Saturdays, with DJs and themed pool entertainment. A stable start time is not published on the reviewed page.",
        "official": "https://www.temptationresorts.com/es/entretenimiento/",
        "sources": [
          {
            "label": "Temptation official entertainment page: recurring pool-party names and weekdays",
            "url": "https://www.temptationresorts.com/es/entretenimiento/"
          },
          {
            "label": "Temptation inclusions page: on-site nightlife and entertainment inclusions",
            "url": "https://www.temptationresorts.com/whats-included/"
          }
        ],
        "checked": "2026-09-22",
        "validUntil": "2026-10-06",
        "confirmation": "Published recurring program; specific dates must be confirmed",
        "agePolicy": "21+ resort.",
        "admission": "guest_only",
        "musicTags": [
          "dj",
          "dance"
        ],
        "sceneTags": [
          "pool-party",
          "foam-party",
          "resort-party",
          "adults-only"
        ]
      },
      {
        "id": "royalton-chic-pink-party-sundays",
        "title": "Pink Party Sundays at Level 18",
        "type": "pool_party",
        "venueId": "royalton-chic",
        "venueName": "Level 18 at Royalton CHIC Cancun",
        "daysOfWeek": [
          7
        ],
        "time": null,
        "summary": "Royalton publishes a Pink Party every Sunday at its Level 18 rooftop, with poolside music, champagne bubbles and cocktails. The weekly program is subject to change and the party page does not publish a stable start time.",
        "official": "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa/themed-parties",
        "sources": [
          {
            "label": "Royalton CHIC official themed-parties page: Sunday recurrence and change caveat",
            "url": "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa/themed-parties"
          },
          {
            "label": "Level 18 official page: rooftop age rule and operating hours",
            "url": "https://www.royaltonresorts.com/resorts/chic-cancun-resort-spa/our-resort/level-18"
          }
        ],
        "checked": "2026-09-22",
        "validUntil": "2026-10-06",
        "confirmation": "Published recurring program; specific dates must be confirmed",
        "agePolicy": "18+ at Level 18.",
        "admission": "unknown",
        "musicTags": [
          "curated-party-music"
        ],
        "sceneTags": [
          "rooftop",
          "pool-party",
          "adults-only",
          "upscale"
        ]
      }
    ],
    "coverage": {
      "searched": [
        "Official eTicket and Ticketmaster Mexico listings for Cancún and Quintana Roo concerts from 2026-09-22 through 2027-01-20",
        "Official artist and promoter calendars for the confirmed Cancún concerts",
        "Official Cancun hotel festive-season pages for Halloween, Christmas and New Year's Eve 2026",
        "Official RIU, Temptation, Royalton CHIC and Mandala Group recurring party schedules",
        "Coco Bongo and Mandala Group Cancun event channels for dated Halloween, holiday and New Year's listings",
        "Mandala exact-date 2026 club ticket pages and current Cancún event index; Marriott 2026 event pages; Hilton 2026 festive pages; Moon Palace / Crash My Playa January 2027 pages.",
        "September 23 monthly event audit: ticket sellers, resort calendars and club calendars; source list in staging/events-refresh-2026-09-23.json."
      ],
      "unresolved": [
        "No dated 2026 Halloween or New Year's Eve event page with a specific program was found for Coco Bongo Cancun during this check.",
        "Age policies remain unpublished for Arath Herce, Enjambre, Yuridia and the two Hilton resort programs; confirm directly before booking.",
        "Standalone admission and pricing were not published for the Hilton resort events or Royalton's weekly Pink Party.",
        "Mora Mora and Hilton Cancun Mar Caribe remain without numeric coordinates: the bounded alternative sources confirmed exact name and address but did not expose a precise venue marker. Their coordinates remain null rather than using address geocoding or a map viewport center.",
        "No additional January 2027 nightlife headliners were confirmed outside the January 13–16 Crash My Playa festival in the Riviera Cancún corridor.",
        "Hotel-event guest eligibility, mandatory supplements and exact club checkout totals remain unverified. Recheck before recommending or booking."
      ],
      "notes": "35 specifically dated Cancun events are separated from four recurring programs. Weekly programs are not expanded into guaranteed calendar dates. All times are local America/Cancun time. The Hilton pages explicitly publish the retained Halloween and New Year's Eve dates as 2026. Exact venue pins were added for Plaza de Toros Cancún and Hilton Cancun after name/address corroboration; Expedia's Hilton Cancun Mar Caribe map did not expose a property coordinate, and its query-string latLong was rejected as a destination viewport rather than a hotel pin. Recurring venue IDs were cross-checked against pilot/dist/data.json: riu-caribe, dcave-cancun, temptation and royalton-chic are exact canonical IDs. Concert tags describe music and event format only; broad-audience and romantic-ballad shows are not labeled as young-crowd nightlife. September 23 refresh added 20 distinct dated operator listings and split the combined Hilton NYE record into its two named programs. Exact-date Rakata listings are series instances; no future dates are generated. Marriott September 23 programs use the named Wednesday within the page window, not the page window as a multi-night claim. Confirm operator changes at each weekly refresh. Six additional exact-date events were added after a month-by-month 120-day audit on September 23. Resort-event admission and extras remain unconfirmed; weekly club schedules are not represented as guaranteed dates."
    }
  },
  "venues": {
    "checked": "2026-09-23",
    "timezone": "America/Cancun",
    "statusNote": "Operator-verified research picks. Hours and reservations require a selected-date check. Numeric map pins are not yet verified, so these places are offered in the trip planner without map markers or distance claims.",
    "venues": [
      {
        "id": "monkey-business-cancun",
        "name": "Monkey Business Cancún",
        "kind": "restaurant_bar",
        "area": "punta",
        "address": "Blvd. Kukulcán km 9, Zona Hotelera, Cancún",
        "summary": "A casual food-and-drinks start with live bands and karaoke on published nights.",
        "fitTags": [
          "pregame",
          "casual-group",
          "live-music",
          "karaoke"
        ],
        "hours": "Daily 13:00–03:00; live bands Tuesday–Sunday from 21:30 and Monday karaoke from 20:00, per venue.",
        "entryNote": "Age, cover and reservation terms for the selected night are unverified.",
        "official": "https://monkeybusiness.fun/Secciones/encuentranos_cancun",
        "source": "https://monkeybusiness.fun/Secciones/encuentranos_cancun",
        "checked": "2026-09-23",
        "validUntil": "2026-09-30",
        "status": "verified_open",
        "coordinates": null
      },
      {
        "id": "mextreme-cancun",
        "name": "Mextreme Cancún",
        "kind": "restaurant",
        "area": "punta",
        "address": "Blvd. Kukulcán km 9.5, Plaza Zócalo, Zona Hotelera, Cancún",
        "summary": "Mexican food and shareable plates close to the Punta Cancún nightlife area.",
        "fitTags": [
          "pregame",
          "casual-group",
          "mexican-food"
        ],
        "hours": null,
        "entryNote": "Opening hours and reservation terms need confirmation.",
        "official": "https://mextrememexico.com/menu/del-kiosko/",
        "source": "https://mextrememexico.com/menu/del-kiosko/",
        "checked": "2026-09-23",
        "validUntil": "2026-10-23",
        "status": "verified_open",
        "coordinates": null
      },
      {
        "id": "rakata-cancun",
        "name": "Rakata Cancún",
        "kind": "nightclub",
        "area": "punta",
        "address": "Blvd. Kukulcán km 9.5, Punta Cancún, Zona Hotelera",
        "summary": "Reggaetón-focused club nights and group-table requests.",
        "fitTags": [
          "late-night",
          "dance",
          "reggaeton"
        ],
        "hours": null,
        "entryNote": "A table request is not confirmed admission. Check the dated event, age/ID, cover, dress rule and minimum spend.",
        "official": "https://www.rakata.mx/",
        "source": "https://www.rakata.mx/",
        "checked": "2026-09-23",
        "validUntil": "2026-09-30",
        "status": "verified_open",
        "coordinates": null
      },
      {
        "id": "rosanegra-cancun",
        "name": "RosaNegra Cancún",
        "kind": "restaurant_bar",
        "area": "south",
        "address": "Blvd. Kukulcán km 15, Zona Hotelera, Cancún",
        "summary": "Lagoon-side Latin American dinner with a resident DJ and live entertainment described by the venue.",
        "fitTags": [
          "pregame",
          "celebration",
          "group-dinner",
          "date-night"
        ],
        "hours": "Daily 13:00–02:00, per venue.",
        "entryNote": "Show timing, dock tables and celebration extras require booking-time confirmation.",
        "official": "https://www.rosanegra.com.mx/en/restaurantes-cancun",
        "source": "https://www.rosanegra.com.mx/en/restaurantes-cancun",
        "checked": "2026-09-23",
        "validUntil": "2026-10-23",
        "status": "verified_open",
        "coordinates": null
      },
      {
        "id": "taboo-cancun",
        "name": "Taboo Cancún",
        "kind": "restaurant_bar",
        "area": "south",
        "address": "Blvd. Kukulcán km 13.5, Zona Hotelera, Cancún",
        "summary": "Late Mediterranean dinner with a DJ and live performance moments.",
        "fitTags": [
          "pregame",
          "celebration",
          "group-dinner",
          "late-dinner"
        ],
        "hours": "Daily 17:00–02:00, per venue.",
        "entryNote": "Check event, table, bottle and any deposit terms for the selected date.",
        "official": "https://www.taboorestaurant.com.mx/en/restaurantes-cancun-restaurants",
        "source": "https://www.taboorestaurant.com.mx/en/restaurantes-cancun-restaurants",
        "checked": "2026-09-23",
        "validUntil": "2026-10-23",
        "status": "verified_open",
        "coordinates": null
      },
      {
        "id": "funky-geisha-cancun",
        "name": "Funky Geisha Cancún",
        "kind": "restaurant_bar",
        "area": "south",
        "address": "Bohemian Square, Blvd. Kukulcán km 15, Zona Hotelera, Cancún",
        "summary": "Japanese-Thai dinner, cocktails, shows and a shisha lounge on the lagoon.",
        "fitTags": [
          "date-night",
          "group-dinner",
          "pregame",
          "vegan-menu"
        ],
        "hours": "Daily 17:00–02:00, per exact-branch page.",
        "entryNote": "Brand-level 18+ wording is not repeated on the Cancún page; confirm the exact age rule and show schedule.",
        "official": "https://www.funkygeisha.com.mx/en/asian-thai-cancun-restaurant",
        "source": "https://www.funkygeisha.com.mx/en/asian-thai-cancun-restaurant",
        "checked": "2026-09-23",
        "validUntil": "2026-10-23",
        "status": "verified_open",
        "coordinates": null
      },
      {
        "id": "freds-cancun",
        "name": "Fred's Seafood & Raw Bar Cancún",
        "kind": "restaurant",
        "area": "south",
        "address": "Blvd. Kukulcán km 14.5, Zona Hotelera, Cancún",
        "summary": "Seafood and a lagoon-side dinner option before a night out.",
        "fitTags": [
          "seafood",
          "date-night",
          "group-dinner"
        ],
        "hours": "Daily 12:00–00:00, per venue.",
        "entryNote": "Confirm table availability, dietary needs and the final menu total.",
        "official": "https://fredshouserestaurant.com/es/reservaciones/",
        "source": "https://fredshouserestaurant.com/es/reservaciones/",
        "checked": "2026-09-23",
        "validUntil": "2026-10-23",
        "status": "verified_open",
        "coordinates": null
      },
      {
        "id": "navios-cancun",
        "name": "Navíos Mexican Fusion Seafood",
        "kind": "restaurant",
        "area": "south",
        "address": "Blvd. Kukulcán km 19.5, lote 66, Zona Hotelera, Cancún",
        "summary": "A quieter lagoon-dock seafood dinner, useful for a slower evening.",
        "fitTags": [
          "quiet-dinner",
          "date-night",
          "seafood"
        ],
        "hours": "Daily 12:00–22:00, per venue.",
        "entryNote": "Dock or private dining depends on table placement and separate booking.",
        "official": "https://naviosseafood.com/en/",
        "source": "https://naviosseafood.com/en/",
        "checked": "2026-09-23",
        "validUntil": "2026-10-23",
        "status": "verified_open",
        "coordinates": null
      },
      {
        "id": "la-dolce-vita-downtown-cancun",
        "name": "La Dolce Vita Downtown",
        "kind": "restaurant",
        "area": "downtown",
        "address": "Av. Cobá 87, SM 3, MZ 9, Cancún",
        "summary": "A lower-noise Italian dinner option for a downtown stay.",
        "fitTags": [
          "quiet-dinner",
          "date-night",
          "italian"
        ],
        "hours": "Daily 12:00–22:30, per venue.",
        "entryNote": "Check the reservation and meal total with the restaurant.",
        "official": "https://www.ladolcevita.com/contacto",
        "source": "https://www.ladolcevita.com/contacto",
        "checked": "2026-09-23",
        "validUntil": "2026-10-23",
        "status": "verified_open",
        "coordinates": null
      }
    ]
  },
  "destinationRegistry": "../hotels/destinations.json"
}
