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    "title": "Expedia Reviews Scraper ✈️ Hotel Ratings, Text & Sentiment",
    "description": "Scrape Expedia hotel reviews at scale - guest ratings, full review text, sub-ratings, stay dates, traveler type, language & owner responses, plus LLM-ready markdown. Also accepts Hotels.com, Travelocity, Orbitz, Wotif, CheapTickets & ebookers URLs. Filter by date/rating; export JSON/CSV.",
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        "required": [
          "hotelUrls"
        ],
        "properties": {
          "hotelUrls": {
            "title": "🏨 Hotel URLs or property IDs",
            "minItems": 1,
            "maxItems": 500,
            "type": "array",
            "description": "Paste one hotel per line — a hotel page URL from any Expedia Group site (Expedia, Hotels.com, Travelocity, Orbitz, Wotif, CheapTickets, ebookers; any regional domain) or a bare Expedia property ID. Expedia-family URLs carry the id in the `.h<id>.` path; Hotels.com `/ho<id>/` links are resolved automatically. Examples: `https://www.expedia.com/Las-Vegas-Hotels-The-Venetian-Resort-Las-Vegas.h1443.Hotel-Information`, `https://www.hotels.com/ho115902/`, or just `140596`.",
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          },
          "maxReviewsPerHotel": {
            "title": "🔢 Max reviews per hotel",
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            "type": "integer",
            "description": "How many reviews to pull per hotel (fetched newest-first). Lower this to control cost and run time.",
            "default": 200
          },
          "sortBy": {
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              "oldest",
              "highestRating",
              "lowestRating"
            ],
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          },
          "fromDate": {
            "title": "📅 Reviews from",
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          },
          "toDate": {
            "title": "📅 Reviews to",
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          },
          "minRating": {
            "title": "⭐ Minimum rating",
            "minimum": 1,
            "maximum": 5,
            "type": "integer",
            "description": "Keep only reviews with an overall rating at or above this value (1–5).",
            "default": 1
          },
          "maxRating": {
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            "minimum": 1,
            "maximum": 5,
            "type": "integer",
            "description": "Keep only reviews with an overall rating at or below this value (1–5).",
            "default": 5
          },
          "reviewSources": {
            "title": "🏷️ Review sources (brands)",
            "type": "array",
            "description": "Which Expedia Group brands' reviews to return per hotel. **Leave empty for all brands** (the cross-brand union, e.g. Expedia + Hotels.com reviews for the same property). Pick one for a single-brand filter, or several for a subset.",
            "items": {
              "type": "string",
              "enum": [
                "expedia",
                "hotels",
                "travelocity",
                "orbitz",
                "wotif",
                "cheaptickets",
                "ebookers"
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              "enumTitles": [
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                "Hotels.com",
                "Travelocity",
                "Orbitz",
                "Wotif",
                "CheapTickets",
                "ebookers"
              ]
            },
            "default": []
          },
          "proxyConfiguration": {
            "title": "🌐 Proxy configuration",
            "type": "object",
            "description": "Proxy settings. Datacenter proxies are sufficient for Expedia at typical volumes; switch to residential IPs for very large runs.",
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              "useApifyProxy": true
            }
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        }
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              },
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