Booking.com Hotel Reviews Scraper 🏨 ## 🎯 Features - Scrapes detailed guest reviews from any Booking.com hotel page - Extracts comprehensive review data including scores, dates, and guest information - Supports multiple languages - Handles pagination automatically - Rate-limit friendly - Proxy support (optional) ## 💪 Use Cases - Market research and competitor analysis - Hotel performance monitoring - Customer sentiment analysis - Travel industry insights - Data-driven decision making for hospitality businesses ## 📊 Output Dataset The scraper extracts the following data for each review: - Overall hotel score and detailed category ratings - Review date, title, and content (positive/negative feedback) - Guest information (name, country, type) - Booking details (room type, check-in/out dates, length of stay) - Photos attached to reviews (if any) - Hotel statistics (total reviews, category scores with bounds) ## 🔧 Input Parameters | Field | Type | Description | |-------|------|-------------| | hotelUrl | String | URL of the Booking.com hotel page to scrape (required) | | maxItems | Integer | Maximum number of reviews to scrape | ## 💡 Usage Tips 1. Use the maxItems parameter to control the number of reviews you want to collect 2. The scraper automatically handles different languages 3. Results are provided in real-time as they are scraped ### Input Example A full explanation of an input example in JSON. { "hotelUrl": "https://www.booking.com/hotel/my/alamanda-villas-langkawi.html?aid=304142&label=gen173nr-1FCAEoggI46AdIM1gEaDGIAQGYATG4AQfIAQzYAQHoAQH4AQKIAgGoAgO4ApWtxbkGwAIB0gIkYWFkZjkyMTktNDFlOC00MzcyLTg2MzAtNGUzZDY0MmMzYzY02AIF4AIB&sid=a8da78db78dcc31a870c8d246371a1b8&dest_id=3288;dest_type=region;dist=0;group_adults=2;group_children=0;hapos=2;hpos=2;nflt=class%3D4;no_rooms=1;req_adults=2;req_children=0;room1=A%2CA;sb_price_type=total;sr_order=popularity;srepoch=1731295991;srpvid=921f143cab220aca;type=total;ucfs=1&", "maxItems": 20 } ### Output sample The results will be wrapped into a dataset which you can always find in the Storage tab. Here's an excerpt from the data you'd get if you apply the input parameters above: And here is the same data but in JSON. You can choose in which format to download your data: JSON, JSONL, Excel spreadsheet, HTML table, CSV, or XML. [ { "hotelStats": { "totalReviews": 263, "scores": { "hotel_staff": { "score": 9.5, "translation": "Personeel", "bounds": { "lower": 8.10095024108887, "higher": 9.44069957733154 } }, "hotel_services": { "score": 8.86538410186768, "translation": "Faciliteiten", "bounds": { "lower": 7.24942493438721, "higher": 8.97834968566895 } }, "hotel_clean": { "score": 8.875, "translation": "Hygiëne", "bounds": { "lower": 7.4689245223999, "higher": 9.13939952850342 } }, "hotel_comfort": { "score": 8.85576915740967, "translation": "Comfort", "bounds": { "lower": 7.472825050354, "higher": 9.12994956970215 } }, "hotel_value": { "score": 8.75478935241699, "translation": "Prijs-kwaliteitverhouding", "bounds": { "lower": 7.68742513656616, "higher": 9.16812515258789 } }, "hotel_location": { "score": 8.68725872039795, "translation": "Locatie", "bounds": { "lower": 7.70634984970093, "higher": 9.08532524108887 } }, "hotel_free_wifi": { "score": 8.75, "translation": "Gratis WiFi", "bounds": { "lower": 7.13922500610352, "higher": 8.88077449798584 } } } }, "score": 10, "reviewDate": 1661058490, "title": "Geweldige, rustige locatie", "positiveContent": "Schitterende, rustige locatie, tegen het bos aan waar je als je geluk hebt de aapjes tussen de bomen ziet springen. Zeer behulpzame host.", "negativeContent": "Geen ontbijt (al weet je dat vantevoren) of gelegenheid om hapje/drankje te bestellen.", "language": "nl", "guest": { "name": "Jeroen", "country": "Nederland", "countryCode": "nl", "type": "Gezin" }, "booking": { "roomType": "Villa met 1 Slaapkamer", "roomId": 621705603, "checkIn": "2022-08-19", "checkOut": "2022-08-21", "nights": 2, "customerType": "FAMILIES" }, "photos": [] }, ... ]