Booking.com favicon Booking - stays listings scraper

Updated 2 days ago Travel listings Listings

Overview

The Booking stays listings scraper is a prebuilt sitemap designed to extract structured accommodation listing data from booking.com search result pages. It starts from search result URLs, automatically navigates pagination, discovers property listings, and extracts detailed stay information from each listing page.

This scraper extracts stay data, including listing URL, title, rating, score, review count, location score, price, previous price, currency, preferred badge, star rating, square rating, score by category, property highlights, address, main image, and description. The extracted data can be exported in structured formats such as CSV, Excel, or JSON, allowing it to be analysed, stored, or integrated into existing systems and workflows.

Booking listings scraping is commonly used for price monitoring, competitor analysis, travel market research, accommodation benchmarking, and hospitality intelligence. This allows businesses and analysts to track pricing trends, compare property offerings, analyse review performance, and maintain structured accommodation databases over time.

This sitemap is preconfigured and ready to use with Web Scraper Cloud. You only need to provide Booking search result URLs, and the scraper will automatically navigate listing pages, open property pages, and extract the defined stay attributes.

Scrape booking.com stay listing data. As start URLs provide:

  • search result links

Sitemap use cases

  • Competitive Benchmarking
  • Market Intelligence
  • Lead Generation
  • Automated Valuation Models (AVMs)
  • Market Trend Monitoring

Input

Booking.com product search result pages, for example:

  • https://www.booking.com/searchresults.html?dest_id=-390625&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0
  • https://www.booking.com/searchresults.html?&dest_id=20033173&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0
  • https://www.booking.com/searchresults.html?dest_id=-2601889&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0

Output (18 data points)

time_scraped
listing_url
title
rating
score
review_count
location_score
price
price_old
currency
preferred-badge
star_rating
squares_rating
score_by_category
property_highlights
address
main_image
description

Sample data

web_scraper_start_url time_scraped listing_url title rating score review_count location_score price price_old currency preferred-badge star_rating squares_rating score_by_category property_highlights address main_image description
https://www.booking.com/searchresults.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ss=Madrid&ssne=Madrid&ssne_untouched=Madrid&highlighted_hotels=91584&efdco=1&lang=en-us&src=searchresults&dest_id=-390625&dest_type=city&checkin=2026-12-22&checkout=2026-12-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-100-1 2026-11-09T08:49:55Z https://www.booking.com/hotel/es/hostal-rio-parana.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ucfs=1&arphpl=1&checkin=2026-12-22&checkout=2026-12-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=3&hapos=32&sr_order=popularity&nflt=price%3DUSD-min-100-1&srpvid=af823dc226ad0263&srepoch=1794214057&all_sr_blocks=37167301_115241536_2_0_0&highlighted_blocks=37167301_115241536_2_0_0&matching_block_id=37167301_115241536_2_0_0&sr_pri_blocks=37167301_115241536_2_0_0__39895&from=searchresults Hostal Río Paraná 8.4 Very Good 1073 9.7 445 483 usd 0 Location, 9.7, Average rating out of 10Location 9.7 Cleanliness, 8.7, Average rating out of 10Cleanliness 8.7 Value for money, 8.2, Average rating out of 10Value for money 8.2 Facilities, 8.0, Average rating out of 10Facilities 8.0 Comfort, 8.4, Average rating out of 10Comfort 8.4 Staff, 9.4, Average rating out of 10Staff 9.4 Free Wifi, 7.5, Average rating out of 10Free Wifi 7.5 Good free Wifi Rated 7.5 by guests Espoz y Mina, 5, 3 y 4 izquierda, Madrid City Center, 28012 Madrid, Spain https://r-xx.bstatic.com/xdata/images/hotel/1200x630/207116434.jpg?k=c9ecaed25227b2cf73d2f6bc04415f783a01c28386430b6c484e0375f93533c9&o= Just 328 feet from Puerta del Sol, this guest house offers a 24-hour reception and bright rooms with flat-screen TV and private bathrooms. Santa Ana Square is a 3-minute walk away. Rooms at Hostal Río Paraná feature functional décor and wooden floors. All rooms have air conditioning and some have a balcony overlooking the street. Hairdryers are available on request. Río Paraná is located on the third floor of a 19th-century building. The reception features a small lounge area with armchairs and a flat-screen TV. Free WiFi is available in reception and in all rooms. Staff can provide information about Madrid. You can find a variety of shops, bars and restaurants in the surrounding streets. Sol Metro Station is 492 feet away, while the Prado and Reina Sofia Museums are within a 15-minute walk.
https://www.booking.com/searchresults.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ss=Madrid&ssne=Madrid&ssne_untouched=Madrid&highlighted_hotels=91584&efdco=1&lang=en-us&src=searchresults&dest_id=-390625&dest_type=city&checkin=2026-12-22&checkout=2026-12-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-100-1 2026-11-09T08:50:09Z https://www.booking.com/hotel/es/hostel-estocolmo.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ucfs=1&arphpl=1&checkin=2026-12-22&checkout=2026-12-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=12&hapos=206&sr_order=popularity&nflt=price%3DUSD-min-100-1&srpvid=af823dc226ad0263&srepoch=1794214154&all_sr_blocks=1669793001_438782126_1_0_0%2C1669793001_438782126_1_0_0&highlighted_blocks=1669793001_438782126_1_0_0%2C1669793001_438782126_1_0_0&matching_block_id=1669793001_438782126_1_0_0&sr_pri_blocks=1669793001_438782126_1_0_0__4215%2C1669793001_438782126_1_0_0__4215&from=searchresults Hostel LAS ROSAS 5.6 Fair 298 7.1 94 102 usd 0 Location, 7.1, Average rating out of 10Location 7.1 Cleanliness, 6.1, Average rating out of 10Cleanliness 6.1 Value for money, 6.5, Average rating out of 10Value for money 6.5 Facilities, 6.1, Average rating out of 10Facilities 6.1 Comfort, 6.2, Average rating out of 10Comfort 6.2 Staff, 6.2, Average rating out of 10Staff 6.2 Shared kitchen Electric kettle, Dining table, Microwave Paseo Ginebra 45, San Blas, 28022 Madrid, Spain https://r-xx.bstatic.com/xdata/images/hotel/1200x630/886023789.jpg?k=c5986a0ddee1b16a7369fe6714a1411a04d44d95a2e1708fe0e72e6503f0a96c&o= Comfortable Accommodations: Hostel LAS ROSAS in Madrid offers a lounge and shared kitchen. Guests can relax in the comfortable space or prepare meals using the on-site facilities. Essential Amenities: The hostel features a dining table, ground-floor unit, work desk, microwave, electric kettle, and wardrobe. These amenities ensure a pleasant and convenient stay. Prime Location: Located 4.3 mi from IFEMA, 5.6 mi from the Thyssen-Bornemisza Museum and Plaza Mayor, and 6.8 mi from Santiago Bernabéu Stadium and Puerta del Sol. Adolfo Suarez Madrid-Barajas Airport is 3.7 mi away.
https://www.booking.com/searchresults.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ss=Madrid&ssne=Madrid&ssne_untouched=Madrid&highlighted_hotels=91584&efdco=1&lang=en-us&src=searchresults&dest_id=-390625&dest_type=city&checkin=2026-12-22&checkout=2026-12-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-100-1 2026-11-09T08:50:17Z https://www.booking.com/hotel/es/h21-rooms.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ucfs=1&arphpl=1&checkin=2026-12-22&checkout=2026-12-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=13&hapos=57&sr_order=popularity&nflt=price%3DUSD-min-100-1&srpvid=af823dc226ad0263&srepoch=1794214069&all_sr_blocks=1296024503_402546775_2_0_0&highlighted_blocks=1296024503_402546775_2_0_0&matching_block_id=1296024503_402546775_2_0_0&sr_pri_blocks=1296024503_402546775_2_0_0__27099&from=searchresults H21 Rooms 6.9 Pleasant 2742 9.1 302 328 usd 0 Location, 9.1, Average rating out of 10Location 9.1 Cleanliness, 7.3, Average rating out of 10Cleanliness 7.3 Value for money, 7.4, Average rating out of 10Value for money 7.4 Facilities, 6.7, Average rating out of 10Facilities 6.7 Comfort, 7.3, Average rating out of 10Comfort 7.3 Staff, 7.8, Average rating out of 10Staff 7.8 Free Wifi, 6.7, Average rating out of 10Free Wifi 6.7 Free Wifi Free Wifi Calle de las Huertas 21, Madrid City Center, 28014 Madrid, Spain https://q-xx.bstatic.com/xdata/images/hotel/1200x630/606671878.jpg?k=c29c6b93da96e381e0e8d5895f61a81b0758edb87f2ee66240854fbae6efcaaf&o= Comfortable Accommodations: H21 Rooms in Madrid offers family rooms with free WiFi, ensuring a pleasant stay. Each room includes a kitchenette, private bathroom, dining table, and shower facilities. Convenient Location: Located in the city center, the guest house is a short walk from Plaza Mayor (2953 feet) and Puerta del Sol (1969 feet). Nearby attractions include the Thyssen-Bornemisza Museum (1969 feet) and Puerta de Atocha (14-minute walk). Additional Amenities: Guests can enjoy a shared bathroom and a dining area, providing additional comfort and convenience. Reception staff speak English and Spanish, assisting with any needs. Nearby Attractions: The guest house is close to Mercado San Miguel (less than 0.6 mi) and Puerta de Atocha (14-minute walk). Adolfo Suarez Madrid-Barajas Airport is 8.1 mi away.
https://www.booking.com/searchresults.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ss=Madrid&ssne=Madrid&ssne_untouched=Madrid&highlighted_hotels=91584&efdco=1&lang=en-us&src=searchresults&dest_id=-390625&dest_type=city&checkin=2026-12-22&checkout=2026-12-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-100-1 2026-11-09T08:50:23Z https://www.booking.com/hotel/es/rooms-luisa.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ucfs=1&arphpl=1&checkin=2026-12-22&checkout=2026-12-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=6&hapos=229&sr_order=popularity&nflt=price%3DUSD-min-100-1&srpvid=af823dc226ad0263&srepoch=1794214162&all_sr_blocks=871437502_357047962_1_0_0%2C871437504_357047962_1_0_0&highlighted_blocks=871437502_357047962_1_0_0%2C871437504_357047962_1_0_0&matching_block_id=871437502_357047962_1_0_0&sr_pri_blocks=871437502_357047962_1_0_0__20900%2C871437504_357047962_1_0_0__20900&from=searchresults Rooms Luisa 7.6 Good 318 9.3 466 502 usd 0 Location, 9.3, Average rating out of 10Location 9.3 Cleanliness, 8.2, Average rating out of 10Cleanliness 8.2 Value for money, 7.7, Average rating out of 10Value for money 7.7 Facilities, 7.7, Average rating out of 10Facilities 7.7 Comfort, 8.1, Average rating out of 10Comfort 8.1 Staff, 8.2, Average rating out of 10Staff 8.2 Free Wifi, 8.0, Average rating out of 10Free Wifi 8.0 Wonderful free Wifi Rated 8.0 by guests Shared kitchen Electric kettle, Dining table, Refrigerator, Microwave 20 Calle de Luisa Fernanda, Moncloa-Aravaca, 28008 Madrid, Spain https://q-xx.bstatic.com/xdata/images/hotel/1200x630/878398472.jpg?k=e59b7b183984863061b1ffebf57f00a44656571cc15d202c0c18497a0de04de2&o= Comfortable Accommodations: Rooms Luisa in Madrid offers family rooms with free WiFi, a shared kitchen, and a dining area. Each room includes a balcony, work desk, TV, and wardrobe. Modern Amenities: Guests can enjoy a washing machine, tea and coffee maker, hairdryer, dining table, refrigerator, microwave, electric kettle, stovetop, toaster, and kitchenware. Prime Location: Located 1969 feet from Plaza de España Metro Station and less than 0.6 mi from Gran Via, the property is a short walk from Temple of Debod and Royal Palace of Madrid. Adolfo Suarez Madrid-Barajas Airport is 12 mi away. Guest Favorites: Guests appreciate the convenient location, well-equipped kitchen, and room cleanliness.
https://www.booking.com/searchresults.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ss=Madrid&ssne=Madrid&ssne_untouched=Madrid&highlighted_hotels=91584&efdco=1&lang=en-us&src=searchresults&dest_id=-390625&dest_type=city&checkin=2026-12-22&checkout=2026-12-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-100-1 2026-11-09T08:50:31Z https://www.booking.com/hotel/es/mola-hostel.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ucfs=1&arphpl=1&checkin=2026-12-22&checkout=2026-12-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=11&hapos=205&sr_order=popularity&nflt=price%3DUSD-min-100-1&srpvid=af823dc226ad0263&srepoch=1794214154&all_sr_blocks=170115509_89956698_0_2_0%2C170115509_89956698_0_2_0&highlighted_blocks=170115509_89956698_0_2_0%2C170115509_89956698_0_2_0&matching_block_id=170115509_89956698_0_2_0&sr_pri_blocks=170115509_89956698_0_2_0__11754%2C170115509_89956698_0_2_0__11754&from=searchresults Mola Hostel 7.8 Good 5649 9.1 262 316 usd 1 Location, 9.1, Average rating out of 10Location 9.1 Cleanliness, 8.1, Average rating out of 10Cleanliness 8.1 Value for money, 8.1, Average rating out of 10Value for money 8.1 Facilities, 7.9, Average rating out of 10Facilities 7.9 Comfort, 8.1, Average rating out of 10Comfort 8.1 Staff, 8.2, Average rating out of 10Staff 8.2 Free Wifi, 7.5, Average rating out of 10Free Wifi 7.5 Good breakfast Breakfast Good free Wifi Rated 7.5 by guests Atocha 16, Madrid City Center, 28010 Madrid, Spain https://q-xx.bstatic.com/xdata/images/hotel/1200x630/72870026.jpg?k=60d4d81e7b1236aa5dd2dd834d6e8988a46d17c2943c658f14b6670407db3a8f&o= Mola Hostel is located in Madrid City Center, 984 feet from Puerta del Sol and Plaza Mayor. This property offers rooms and dormitories, free WiFi, and a 24-hour reception. All rooms and dormitories are decorated in warm colors and come with bunk beds and a private bathroom equipped with a shower. You can find several restaurants, bars, and shops within a 5-minute walk of Mola Hostel. Sol Metro Station is 1148 feet from the property, and El Prado Museum is 10 minutes away on foot. The nearest airport is Adolfo Suarez Madrid-Barajas Airport, 8.7 mi from the property.
{
    "web_scraper_start_url": "https://www.booking.com/searchresults.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ss=Madrid&ssne=Madrid&ssne_untouched=Madrid&highlighted_hotels=91584&efdco=1&lang=en-us&src=searchresults&dest_id=-390625&dest_type=city&checkin=2026-12-22&checkout=2026-12-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-100-1",
    "time_scraped": "2026-11-09T08:49:55Z",
    "listing_url": "https://www.booking.com/hotel/es/hostal-rio-parana.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ucfs=1&arphpl=1&checkin=2026-12-22&checkout=2026-12-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=3&hapos=32&sr_order=popularity&nflt=price%3DUSD-min-100-1&srpvid=af823dc226ad0263&srepoch=1794214057&all_sr_blocks=37167301_115241536_2_0_0&highlighted_blocks=37167301_115241536_2_0_0&matching_block_id=37167301_115241536_2_0_0&sr_pri_blocks=37167301_115241536_2_0_0__39895&from=searchresults",
    "title": "Hostal R\u00edo Paran\u00e1",
    "rating": 8.4,
    "score": "Very Good",
    "review_count": 1073,
    "location_score": 9.7,
    "price": 445,
    "price_old": 483,
    "currency": "usd",
    "preferred-badge": 0,
    "star_rating": "",
    "squares_rating": "",
    "score_by_category": [
        "Location, 9.7, Average rating out of 10Location 9.7",
        "Cleanliness, 8.7, Average rating out of 10Cleanliness 8.7",
        "Value for money, 8.2, Average rating out of 10Value for money 8.2",
        "Facilities, 8.0, Average rating out of 10Facilities 8.0",
        "Comfort, 8.4, Average rating out of 10Comfort 8.4",
        "Staff, 9.4, Average rating out of 10Staff 9.4",
        "Free Wifi, 7.5, Average rating out of 10Free Wifi 7.5"
    ],
    "property_highlights": [
        "Good free Wifi",
        "Rated 7.5 by guests"
    ],
    "address": "Espoz y Mina, 5, 3 y 4 izquierda, Madrid City Center, 28012 Madrid, Spain",
    "main_image": "https://r-xx.bstatic.com/xdata/images/hotel/1200x630/207116434.jpg?k=c9ecaed25227b2cf73d2f6bc04415f783a01c28386430b6c484e0375f93533c9&o=",
    "description": "Just 328 feet from Puerta del Sol, this guest house offers a 24-hour reception and bright rooms with flat-screen TV and private bathrooms. Santa Ana Square is a 3-minute walk away.\n\nRooms at Hostal R\u00edo Paran\u00e1 feature functional d\u00e9cor and wooden floors. All rooms have air conditioning and some have a balcony overlooking the street. Hairdryers are available on request.\n\nR\u00edo Paran\u00e1 is located on the third floor of a 19th-century building. The reception features a small lounge area with armchairs and a flat-screen TV. Free WiFi is available in reception and in all rooms. Staff can provide information about Madrid.\n\nYou can find a variety of shops, bars and restaurants in the surrounding streets. Sol Metro Station is 492 feet away, while the Prado and Reina Sofia Museums are within a 15-minute walk."
}
{
    "web_scraper_start_url": "https://www.booking.com/searchresults.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ss=Madrid&ssne=Madrid&ssne_untouched=Madrid&highlighted_hotels=91584&efdco=1&lang=en-us&src=searchresults&dest_id=-390625&dest_type=city&checkin=2026-12-22&checkout=2026-12-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-100-1",
    "time_scraped": "2026-11-09T08:50:09Z",
    "listing_url": "https://www.booking.com/hotel/es/hostel-estocolmo.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ucfs=1&arphpl=1&checkin=2026-12-22&checkout=2026-12-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=12&hapos=206&sr_order=popularity&nflt=price%3DUSD-min-100-1&srpvid=af823dc226ad0263&srepoch=1794214154&all_sr_blocks=1669793001_438782126_1_0_0%2C1669793001_438782126_1_0_0&highlighted_blocks=1669793001_438782126_1_0_0%2C1669793001_438782126_1_0_0&matching_block_id=1669793001_438782126_1_0_0&sr_pri_blocks=1669793001_438782126_1_0_0__4215%2C1669793001_438782126_1_0_0__4215&from=searchresults",
    "title": "Hostel LAS ROSAS",
    "rating": 5.6,
    "score": "Fair",
    "review_count": 298,
    "location_score": 7.1,
    "price": 94,
    "price_old": 102,
    "currency": "usd",
    "preferred-badge": 0,
    "star_rating": "",
    "squares_rating": "",
    "score_by_category": [
        "Location, 7.1, Average rating out of 10Location 7.1",
        "Cleanliness, 6.1, Average rating out of 10Cleanliness 6.1",
        "Value for money, 6.5, Average rating out of 10Value for money 6.5",
        "Facilities, 6.1, Average rating out of 10Facilities 6.1",
        "Comfort, 6.2, Average rating out of 10Comfort 6.2",
        "Staff, 6.2, Average rating out of 10Staff 6.2"
    ],
    "property_highlights": [
        "Shared kitchen",
        "Electric kettle, Dining table, Microwave"
    ],
    "address": "Paseo Ginebra 45, San Blas, 28022 Madrid, Spain",
    "main_image": "https://r-xx.bstatic.com/xdata/images/hotel/1200x630/886023789.jpg?k=c5986a0ddee1b16a7369fe6714a1411a04d44d95a2e1708fe0e72e6503f0a96c&o=",
    "description": "Comfortable Accommodations: Hostel LAS ROSAS in Madrid offers a lounge and shared kitchen. Guests can relax in the comfortable space or prepare meals using the on-site facilities.\n\nEssential Amenities: The hostel features a dining table, ground-floor unit, work desk, microwave, electric kettle, and wardrobe. These amenities ensure a pleasant and convenient stay.\n\nPrime Location: Located 4.3 mi from IFEMA, 5.6 mi from the Thyssen-Bornemisza Museum and Plaza Mayor, and 6.8 mi from Santiago Bernab\u00e9u Stadium and Puerta del Sol. Adolfo Suarez Madrid-Barajas Airport is 3.7 mi away."
}
{
    "web_scraper_start_url": "https://www.booking.com/searchresults.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ss=Madrid&ssne=Madrid&ssne_untouched=Madrid&highlighted_hotels=91584&efdco=1&lang=en-us&src=searchresults&dest_id=-390625&dest_type=city&checkin=2026-12-22&checkout=2026-12-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-100-1",
    "time_scraped": "2026-11-09T08:50:17Z",
    "listing_url": "https://www.booking.com/hotel/es/h21-rooms.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ucfs=1&arphpl=1&checkin=2026-12-22&checkout=2026-12-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=13&hapos=57&sr_order=popularity&nflt=price%3DUSD-min-100-1&srpvid=af823dc226ad0263&srepoch=1794214069&all_sr_blocks=1296024503_402546775_2_0_0&highlighted_blocks=1296024503_402546775_2_0_0&matching_block_id=1296024503_402546775_2_0_0&sr_pri_blocks=1296024503_402546775_2_0_0__27099&from=searchresults",
    "title": "H21 Rooms",
    "rating": 6.9,
    "score": "Pleasant",
    "review_count": 2742,
    "location_score": 9.1,
    "price": 302,
    "price_old": 328,
    "currency": "usd",
    "preferred-badge": 0,
    "star_rating": "",
    "squares_rating": "",
    "score_by_category": [
        "Location, 9.1, Average rating out of 10Location 9.1",
        "Cleanliness, 7.3, Average rating out of 10Cleanliness 7.3",
        "Value for money, 7.4, Average rating out of 10Value for money 7.4",
        "Facilities, 6.7, Average rating out of 10Facilities 6.7",
        "Comfort, 7.3, Average rating out of 10Comfort 7.3",
        "Staff, 7.8, Average rating out of 10Staff 7.8",
        "Free Wifi, 6.7, Average rating out of 10Free Wifi 6.7"
    ],
    "property_highlights": [
        "Free Wifi",
        "Free Wifi"
    ],
    "address": "Calle de las Huertas 21, Madrid City Center, 28014 Madrid, Spain",
    "main_image": "https://q-xx.bstatic.com/xdata/images/hotel/1200x630/606671878.jpg?k=c29c6b93da96e381e0e8d5895f61a81b0758edb87f2ee66240854fbae6efcaaf&o=",
    "description": "Comfortable Accommodations: H21 Rooms in Madrid offers family rooms with free WiFi, ensuring a pleasant stay. Each room includes a kitchenette, private bathroom, dining table, and shower facilities.\n\nConvenient Location: Located in the city center, the guest house is a short walk from Plaza Mayor (2953 feet) and Puerta del Sol (1969 feet). Nearby attractions include the Thyssen-Bornemisza Museum (1969 feet) and Puerta de Atocha (14-minute walk).\n\nAdditional Amenities: Guests can enjoy a shared bathroom and a dining area, providing additional comfort and convenience. Reception staff speak English and Spanish, assisting with any needs.\n\nNearby Attractions: The guest house is close to Mercado San Miguel (less than 0.6 mi) and Puerta de Atocha (14-minute walk). Adolfo Suarez Madrid-Barajas Airport is 8.1 mi away."
}
{
    "web_scraper_start_url": "https://www.booking.com/searchresults.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ss=Madrid&ssne=Madrid&ssne_untouched=Madrid&highlighted_hotels=91584&efdco=1&lang=en-us&src=searchresults&dest_id=-390625&dest_type=city&checkin=2026-12-22&checkout=2026-12-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-100-1",
    "time_scraped": "2026-11-09T08:50:23Z",
    "listing_url": "https://www.booking.com/hotel/es/rooms-luisa.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ucfs=1&arphpl=1&checkin=2026-12-22&checkout=2026-12-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=6&hapos=229&sr_order=popularity&nflt=price%3DUSD-min-100-1&srpvid=af823dc226ad0263&srepoch=1794214162&all_sr_blocks=871437502_357047962_1_0_0%2C871437504_357047962_1_0_0&highlighted_blocks=871437502_357047962_1_0_0%2C871437504_357047962_1_0_0&matching_block_id=871437502_357047962_1_0_0&sr_pri_blocks=871437502_357047962_1_0_0__20900%2C871437504_357047962_1_0_0__20900&from=searchresults",
    "title": "Rooms Luisa",
    "rating": 7.6,
    "score": "Good",
    "review_count": 318,
    "location_score": 9.3,
    "price": 466,
    "price_old": 502,
    "currency": "usd",
    "preferred-badge": 0,
    "star_rating": "",
    "squares_rating": "",
    "score_by_category": [
        "Location, 9.3, Average rating out of 10Location 9.3",
        "Cleanliness, 8.2, Average rating out of 10Cleanliness 8.2",
        "Value for money, 7.7, Average rating out of 10Value for money 7.7",
        "Facilities, 7.7, Average rating out of 10Facilities 7.7",
        "Comfort, 8.1, Average rating out of 10Comfort 8.1",
        "Staff, 8.2, Average rating out of 10Staff 8.2",
        "Free Wifi, 8.0, Average rating out of 10Free Wifi 8.0"
    ],
    "property_highlights": [
        "Wonderful free Wifi",
        "Rated 8.0 by guests",
        "Shared kitchen",
        "Electric kettle, Dining table, Refrigerator, Microwave"
    ],
    "address": "20 Calle de Luisa Fernanda, Moncloa-Aravaca, 28008 Madrid, Spain",
    "main_image": "https://q-xx.bstatic.com/xdata/images/hotel/1200x630/878398472.jpg?k=e59b7b183984863061b1ffebf57f00a44656571cc15d202c0c18497a0de04de2&o=",
    "description": "Comfortable Accommodations: Rooms Luisa in Madrid offers family rooms with free WiFi, a shared kitchen, and a dining area. Each room includes a balcony, work desk, TV, and wardrobe.\n\nModern Amenities: Guests can enjoy a washing machine, tea and coffee maker, hairdryer, dining table, refrigerator, microwave, electric kettle, stovetop, toaster, and kitchenware.\n\nPrime Location: Located 1969 feet from Plaza de Espa\u00f1a Metro Station and less than 0.6 mi from Gran Via, the property is a short walk from Temple of Debod and Royal Palace of Madrid. Adolfo Suarez Madrid-Barajas Airport is 12 mi away.\n\nGuest Favorites: Guests appreciate the convenient location, well-equipped kitchen, and room cleanliness."
}
{
    "web_scraper_start_url": "https://www.booking.com/searchresults.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ss=Madrid&ssne=Madrid&ssne_untouched=Madrid&highlighted_hotels=91584&efdco=1&lang=en-us&src=searchresults&dest_id=-390625&dest_type=city&checkin=2026-12-22&checkout=2026-12-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-100-1",
    "time_scraped": "2026-11-09T08:50:31Z",
    "listing_url": "https://www.booking.com/hotel/es/mola-hostel.html?label=madrid-ydUWDk8B2nMNzURgc1xa3wS379670021504%3Apl%3Ata%3Ap1%3Ap2%3Aac%3Aap%3Aneg%3Afi%3Atikwd-299489057253%3Alp9198488%3Ali%3Adec%3Adm%3Appccp%3DUmFuZG9tSVYkc2RlIyh9YfpWGnRw6lOGdE15X_QAcTg&sid=5fb86f8f0d21a058f1f2866b806ce705&aid=1610682&ucfs=1&arphpl=1&checkin=2026-12-22&checkout=2026-12-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=11&hapos=205&sr_order=popularity&nflt=price%3DUSD-min-100-1&srpvid=af823dc226ad0263&srepoch=1794214154&all_sr_blocks=170115509_89956698_0_2_0%2C170115509_89956698_0_2_0&highlighted_blocks=170115509_89956698_0_2_0%2C170115509_89956698_0_2_0&matching_block_id=170115509_89956698_0_2_0&sr_pri_blocks=170115509_89956698_0_2_0__11754%2C170115509_89956698_0_2_0__11754&from=searchresults",
    "title": "Mola Hostel",
    "rating": 7.8,
    "score": "Good",
    "review_count": 5649,
    "location_score": 9.1,
    "price": 262,
    "price_old": 316,
    "currency": "usd",
    "preferred-badge": 1,
    "star_rating": "",
    "squares_rating": "",
    "score_by_category": [
        "Location, 9.1, Average rating out of 10Location 9.1",
        "Cleanliness, 8.1, Average rating out of 10Cleanliness 8.1",
        "Value for money, 8.1, Average rating out of 10Value for money 8.1",
        "Facilities, 7.9, Average rating out of 10Facilities 7.9",
        "Comfort, 8.1, Average rating out of 10Comfort 8.1",
        "Staff, 8.2, Average rating out of 10Staff 8.2",
        "Free Wifi, 7.5, Average rating out of 10Free Wifi 7.5"
    ],
    "property_highlights": [
        "Good breakfast",
        "Breakfast",
        "Good free Wifi",
        "Rated 7.5 by guests"
    ],
    "address": "Atocha 16, Madrid City Center, 28010 Madrid, Spain",
    "main_image": "https://q-xx.bstatic.com/xdata/images/hotel/1200x630/72870026.jpg?k=60d4d81e7b1236aa5dd2dd834d6e8988a46d17c2943c658f14b6670407db3a8f&o=",
    "description": "Mola Hostel is located in Madrid City Center, 984 feet from Puerta del Sol and Plaza Mayor. This property offers rooms and dormitories, free WiFi, and a 24-hour reception.\n\nAll rooms and dormitories are decorated in warm colors and come with bunk beds and a private bathroom equipped with a shower.\n\nYou can find several restaurants, bars, and shops within a 5-minute walk of Mola Hostel. Sol Metro Station is 1148 feet from the property, and El Prado Museum is 10 minutes away on foot. The nearest airport is Adolfo Suarez Madrid-Barajas Airport, 8.7 mi from the property."
}

Data Export

Download Booking.com data from Web Scraper Cloud in multiple formats:

CSV
XLSX
JSON

Integrate with third-party services and automate data export using:

Google Sheets icon Google Sheets
Google Drive icon Google Drive
Dropbox icon Dropbox
Amazon S3 icon Amazon S3
Google Cloud icon Google Cloud
Azure icon Azure
Webhook icon Receive data via webhooks

Automate scraping

Setup scraping schedules to run the Booking.com scraper automatically at regular intervals and keep your data up-to-date.

Run scrapers via API.

Method: POST URL: https://api.webscraper.io/api/v1/scraping-job?api_token=YOUR_API_TOKEN
{
	"sitemap_id": "123",
	"driver": "fulljs", // "fast" or "fulljs"
	"page_load_delay": 2000,
	"request_interval": 2000,
	"proxy": "residential-*", //  replace "*" with country code, for example, "residential-us"
	"start_urls": [ // optional, if set, will overwrite sitemap start URLs
		"https://www.booking.com/searchresults.html?dest_id=-390625&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0",
		"https://www.booking.com/searchresults.html?&dest_id=20033173&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0",
		"https://www.booking.com/searchresults.html?dest_id=-2601889&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0",
	],
	"custom_id": "booking-123" // optional, will be included in webhook notification
}
const response = await client.createScrapingJob({
	 sitemap_id: 123,
	 driver: "fulljs", // "fast" or "fulljs"
	 page_load_delay: 2000,
	 request_interval: 2000,
	 proxy: "residential-*", //  replace "*" with country code, for example, "residential-us"
	 start_urls: [ // optional, if set, will overwrite sitemap start URLs
		"https://www.booking.com/searchresults.html?dest_id=-390625&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0",
		"https://www.booking.com/searchresults.html?&dest_id=20033173&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0",
		"https://www.booking.com/searchresults.html?dest_id=-2601889&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0",
	],
	 custom_id: "booking-123" // optional, will be included in webhook notification
})
$response = $client->createScrapingJob([
	"sitemap_id" => "123",
	"driver" => "fulljs", // "fast" or "fulljs"
	"page_load_delay" => 2000,
	"request_interval" => 2000,
	"proxy" => "residential-*", //  replace "*" with country code, for example, "residential-us"
	"start_urls" => [ // optional, if set, will overwrite sitemap start URLs
		"https://www.booking.com/searchresults.html?dest_id=-390625&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0",
		"https://www.booking.com/searchresults.html?&dest_id=20033173&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0",
		"https://www.booking.com/searchresults.html?dest_id=-2601889&dest_type=city&checkin=2026-04-20&checkout=2026-04-26&group_adults=2&no_rooms=1&group_children=0",
	],
	"custom_id" => "booking-123" // optional, will be included in webhook notification
]);

Scraping Booking.com

To successfully scrape data from Booking.com, JavaScript rendering and a residential proxy service are required.

Pricing

Project

$ 50 /MO

FREE 7-day trial

Professional

$ 100 /MO

FREE 7-day trial
Recommended

Scale

from $ 200 /MO

FREE 7-day trial

Enterprise

Custom

Automate in cloud Automate in cloud Automate in cloud Automate in cloud
Estimated cost for Booking - stays listings scraper
$10/1K URLs $5/1K URLs
Residential From $1.26/1K URLs
Residential From $1.26/1K URLs

When subscribing to a payment plan, you get access to credits that are to be spent running a sitemap to retrieve data from a specific site (URL). All of the prebuilt sitemaps can be used freely in any of the payment plans, however the credits spent for a site can vary based on the sitemap you are using. See all plan features