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    "title": "Hotel Review Aggregator API: Google, Booking, Expedia & More",
    "description": "Extract hotel reviews from Google Maps, Tripadvisor, Booking.com, Expedia and Yelp. Automatically match one hotel across sources, normalize ratings and export reviews, guest details and owner replies to JSON, CSV or Excel.",
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  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "required": [
          "hotel"
        ],
        "properties": {
          "hotel": {
            "title": "Hotel name",
            "minLength": 1,
            "maxLength": 300,
            "type": "string",
            "description": "Enter one hotel name. Use the property's full public name for the most reliable match.<br><br><b>Example:</b> <code>Hotel Adlon Kempinski</code>"
          },
          "location": {
            "title": "City or full address",
            "maxLength": 300,
            "type": "string",
            "description": "Required unless you provide a Google Maps link or Place ID. Enter a city, area, postal code, or full street address.<br><br><b>Example:</b> <code>Berlin, Germany</code>"
          },
          "countryCode": {
            "title": "Country (optional)",
            "enum": [
              "AF",
              "AL",
              "DZ",
              "AS",
              "AD",
              "AO",
              "AI",
              "AQ",
              "AG",
              "AR",
              "AM",
              "AW",
              "AU",
              "AT",
              "AZ",
              "BS",
              "BH",
              "BD",
              "BB",
              "BY",
              "BE",
              "BZ",
              "BJ",
              "BM",
              "BT",
              "BO",
              "BQ",
              "BA",
              "BW",
              "BV",
              "BR",
              "IO",
              "BN",
              "BG",
              "BF",
              "BI",
              "CV",
              "KH",
              "CM",
              "CA",
              "KY",
              "CF",
              "TD",
              "CL",
              "CN",
              "CX",
              "CC",
              "CO",
              "KM",
              "CG",
              "CD",
              "CK",
              "CR",
              "HR",
              "CU",
              "CW",
              "CY",
              "CZ",
              "CI",
              "DK",
              "DJ",
              "DM",
              "DO",
              "EC",
              "EG",
              "SV",
              "GQ",
              "ER",
              "EE",
              "SZ",
              "ET",
              "FK",
              "FO",
              "FJ",
              "FI",
              "FR",
              "GF",
              "PF",
              "TF",
              "GA",
              "GM",
              "GE",
              "DE",
              "GH",
              "GI",
              "GR",
              "GL",
              "GD",
              "GP",
              "GU",
              "GT",
              "GG",
              "GN",
              "GW",
              "GY",
              "HT",
              "HM",
              "VA",
              "HN",
              "HK",
              "HU",
              "IS",
              "IN",
              "ID",
              "IR",
              "IQ",
              "IE",
              "IM",
              "IL",
              "IT",
              "JM",
              "JP",
              "JE",
              "JO",
              "KZ",
              "KE",
              "KI",
              "KP",
              "KR",
              "XK",
              "KW",
              "KG",
              "LA",
              "LV",
              "LB",
              "LS",
              "LR",
              "LY",
              "LI",
              "LT",
              "LU",
              "MO",
              "MG",
              "MW",
              "MY",
              "MV",
              "ML",
              "MT",
              "MH",
              "MQ",
              "MR",
              "MU",
              "YT",
              "MX",
              "FM",
              "MD",
              "MC",
              "MN",
              "ME",
              "MS",
              "MA",
              "MZ",
              "MM",
              "NA",
              "NR",
              "NP",
              "NL",
              "NC",
              "NZ",
              "NI",
              "NE",
              "NG",
              "NU",
              "NF",
              "MK",
              "MP",
              "NO",
              "OM",
              "PK",
              "PW",
              "PS",
              "PA",
              "PG",
              "PY",
              "PE",
              "PH",
              "PN",
              "PL",
              "PT",
              "PR",
              "QA",
              "RO",
              "RU",
              "RW",
              "RE",
              "BL",
              "SH",
              "KN",
              "LC",
              "MF",
              "PM",
              "VC",
              "WS",
              "SM",
              "ST",
              "SA",
              "SN",
              "RS",
              "SC",
              "SL",
              "SG",
              "SX",
              "SK",
              "SI",
              "SB",
              "SO",
              "ZA",
              "GS",
              "SS",
              "ES",
              "LK",
              "SD",
              "SR",
              "SJ",
              "SE",
              "CH",
              "SY",
              "TW",
              "TJ",
              "TZ",
              "TH",
              "TL",
              "TG",
              "TK",
              "TO",
              "TT",
              "TN",
              "TM",
              "TC",
              "TV",
              "TR",
              "UG",
              "UA",
              "AE",
              "GB",
              "US",
              "UM",
              "UY",
              "UZ",
              "VU",
              "VE",
              "VN",
              "VG",
              "VI",
              "WF",
              "EH",
              "YE",
              "ZM",
              "ZW",
              "AX"
            ],
            "type": "string",
            "description": "Select the country where the hotel is located. This improves automatic property matching."
          },
          "sources": {
            "title": "Review sources",
            "minItems": 2,
            "uniqueItems": true,
            "type": "array",
            "description": "Google, Tripadvisor, and Booking.com are selected by default. Add Expedia for more guest reviews or Yelp for regional coverage. Uncertain hotel matches are skipped and explained in the summary.<br><br>A Google Maps hotel match is required even when Google reviews are not selected.",
            "items": {
              "type": "string",
              "enum": [
                "google",
                "tripadvisor",
                "booking",
                "yelp",
                "expedia"
              ],
              "enumTitles": [
                "Google Maps reviews",
                "Tripadvisor reviews",
                "Booking.com reviews",
                "Yelp reviews (regional coverage)",
                "Expedia reviews (optional)"
              ]
            },
            "default": [
              "google",
              "tripadvisor",
              "booking"
            ]
          },
          "maxReviews": {
            "title": "Maximum reviews across all sources",
            "minimum": 100,
            "maximum": 5000,
            "type": "integer",
            "description": "Maximum number of reviews across all matched sources. The allowance is balanced between sources and automatically reassigned when a source has fewer reviews available.",
            "default": 100
          },
          "sourceUrls": {
            "title": "Exact hotel links (optional)",
            "type": "object",
            "description": "Add exact property links when names are ambiguous. A Google link establishes the canonical hotel; every other source must match it before reviews are included.",
            "properties": {
              "google": {
                "title": "Google Maps hotel link",
                "description": "Add the exact Google Maps property link. This establishes the canonical hotel for the run.",
                "type": "string",
                "editor": "textfield"
              },
              "tripadvisor": {
                "title": "Tripadvisor hotel link",
                "description": "Exact Tripadvisor hotel page link.",
                "type": "string",
                "editor": "textfield"
              },
              "booking": {
                "title": "Booking.com hotel link",
                "description": "Exact Booking.com property page link.",
                "type": "string",
                "editor": "textfield"
              },
              "expedia": {
                "title": "Expedia hotel link",
                "description": "Exact Expedia hotel page link. Search and destination links are not supported.",
                "type": "string",
                "editor": "textfield"
              },
              "yelp": {
                "title": "Yelp hotel link",
                "description": "Exact Yelp business page link.",
                "type": "string",
                "editor": "textfield"
              }
            },
            "default": {},
            "additionalProperties": false
          },
          "googlePlaceId": {
            "title": "Google Maps Place ID (optional)",
            "pattern": "^[A-Za-z0-9_-]+$",
            "type": "string",
            "description": "Add an exact Google Place ID instead of a Google Maps link. This establishes the canonical hotel for the run."
          }
        }
      },
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                "type": "string",
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