Pricing

Rating

Developer

Actor stats

Categories

Share

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

💡 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":[]
},
...
]