Booking - stays listings scraper
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)
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=2026-06-22&checkout=2026-06-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-170-1 | 2026-06-15T05:19:11Z | https://www.booking.com/hotel/es/la-paz-apartment-madrid.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=2026-06-22&checkout=2026-06-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=5&hapos=106&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=507d252e438b166d&srepoch=1781500698&all_sr_blocks=1373146206_416512241_3_0_0&highlighted_blocks=1373146206_416512241_3_0_0&matching_block_id=1373146206_416512241_3_0_0&sr_pri_blocks=1373146206_416512241_3_0_0__60440&from=searchresults | La Paz Apartments | 7.3 | Good | 69 | 7.8 | 700 | 762 | usd | 0 | Staff 7.7 Facilities 7.5 Cleanliness 7.5 Comfort 7.4 Value for money 7.2 Location 7.8 Free Wifi 7.5 | Apartments Free Wifi Private bathroom Kitchen Cable channels | Calle del Heliótropo 5, Tetuan, 28029 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/655556321.webp?k=11c1d0acc3ad5be74d313d9e66d3dde4708be92a363ae4f5aa747317917f3e32&o= | Comfortable Accommodations: La Paz Apartments in Madrid offers a comfortable apartment with a private bathroom. The kitchenette includes a refrigerator, microwave, dishwasher, stovetop, and kitchenware. A dining area provides a pleasant space for meals. Essential Facilities: Guests enjoy free WiFi in public areas, ensuring connectivity during their stay. The apartment features a TV, tea and coffee maker, and a hairdryer for added convenience. Prime Location: Located 12 minutes from Chamartin Railway Station, the apartment is 1.8 mi from Santiago Bernabéu Stadium and 4.3 mi from Gran Via and Thyssen-Bornemisza Museum. Adolfo Suarez Madrid-Barajas Airport is 7.5 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=2026-06-22&checkout=2026-06-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-170-1 | 2026-06-15T05:19:45Z | https://www.booking.com/hotel/es/alojamiento-temporal-en-centro-de-madrid.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=2026-06-22&checkout=2026-06-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=2&hapos=172&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=507d252e438b166d&srepoch=1781500709&all_sr_blocks=1623307201_433090370_2_0_0&highlighted_blocks=1623307201_433090370_2_0_0&matching_block_id=1623307201_433090370_2_0_0&sr_pri_blocks=1623307201_433090370_2_0_0__67620&from=searchresults | Alojamiento temporal en centro de Madrid | 8.0 | Very Good | 1 | 10 | 783 | 851 | usd | 0 | Staff 7.5 Facilities 7.5 Cleanliness 7.5 Comfort 10 Value for money 7.5 Location 10 | The entire place is yours 344 ft² size Free Wifi Non-smoking rooms Private bathroom Kitchen Air conditioning Shower | Calle Núñez de Arce, 10 3A2, 28012 Madrid, Spain | https://r-xx.bstatic.com/xdata/images/hotel/608x352/857550738.webp?k=54b8c36e0493638e4070bb41d0c70b4c81f96ad36997ecf8cc115ee4eaf61ec2&o= | Modern Comforts: Alojamiento temporal en centro de Madrid offers a comfortable apartment in Madrid city center. The property features air-conditioning, a terrace, and free WiFi, ensuring a pleasant stay. Convenient Amenities: The apartment includes a fully equipped kitchen, a seating area, and a sofa. Additional amenities include a patio, shower, and hairdryer, catering to all guest needs. Prime Location: Located on Calle Núñez de Arce, the apartment is an 8-minute walk from Plaza Mayor and 0.6 mi from the Prado Museum. Nearby attractions include Mercado San Miguel and Gran Via Metro Station, each less than 0.6 mi away. Adolfo Suarez Madrid-Barajas Airport is 7.5 mi from the property. | ||
| 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=2026-06-22&checkout=2026-06-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-170-1 | 2026-06-15T05:19:51Z | https://www.booking.com/hotel/es/myhousespain-apartamento-con-parking-caja-magica.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=2026-06-22&checkout=2026-06-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=6&hapos=151&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=507d252e438b166d&srepoch=1781500705&all_sr_blocks=1291865601_428304292_3_0_0&highlighted_blocks=1291865601_428304292_3_0_0&matching_block_id=1291865601_428304292_3_0_0&sr_pri_blocks=1291865601_428304292_3_0_0__56482&from=searchresults | MyHouseSpain - Apartamento con Parking Caja Mágica | 7.2 | Good | 19 | 8.2 | 654 | 711 | usd | 0 | Staff 7.5 Facilities 6.8 Cleanliness 7.4 Comfort 7.4 Value for money 6.3 Location 8.2 | The entire place is yours Free on-site parking Free Wifi Private bathroom Kitchen Air conditioning Washing machine Flat-screen TV Free parking Elevator | 10 Calle del Corindón, Usera, 28041 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/603595404.webp?k=d190d6d02547e6a9dfadcecf884a3828dad16eaecb6cfe6e57bc3645f86cbe41&o= | Comfortable Living: MyHouseSpain - Apartamento con Parking Caja Mágica in Madrid offers a one-bedroom apartment with a living room. The property includes a kitchenette, air-conditioning, and a washing machine. Modern Amenities: Guests enjoy free WiFi, a elevator, and free on-site private parking. The apartment features a work desk, TV, and a fully equipped kitchen with a refrigerator, microwave, dishwasher, oven, and stovetop. Prime Location: Located 3.7 mi from Puerta de Atocha and Almudena Grandes Train Station, 4.3 mi from Reina Sofia Museum and El Retiro Park, and 5 mi from Prado Museum, Thyssen-Bornemisza Museum, and Plaza Mayor. Adolfo Suarez Madrid-Barajas Airport is 9.9 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=2026-06-22&checkout=2026-06-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-170-1 | 2026-06-15T05:21:07Z | https://www.booking.com/hotel/es/apartamentos-travelstep-la-latina.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=2026-06-22&checkout=2026-06-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=10&hapos=229&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=507d252e438b166d&srepoch=1781500719&all_sr_blocks=1017674401_374248157_3_0_0&highlighted_blocks=1017674401_374248157_3_0_0&matching_block_id=1017674401_374248157_3_0_0&sr_pri_blocks=1017674401_374248157_3_0_0__56275&from=searchresults | Apartamentos TravelStep La Latina | 5.8 | Fair | 178 | 8.7 | 651 | 713 | usd | 0 | Staff 6.1 Facilities 5.7 Cleanliness 6.2 Comfort 6.3 Value for money 6.3 Location 8.7 Free Wifi 8.0 | Apartments Free Wifi Balcony Private bathroom View Kitchen Air conditioning Washing machine Flat-screen TV Heating | 7 Calle de los Estudios Cuarto Der, Madrid City Center, 28012 Madrid, Spain | https://r-xx.bstatic.com/xdata/images/hotel/608x352/465223995.webp?k=f31177d95098443773a8bdba006b18cbab715038c66c043e8784dc9c7e4f8319&o= | Central Location: Apartamentos TravelStep La Latina in Madrid offers a central location with Plaza Mayor a 6-minute walk away, Mercado San Miguel 1640 feet nearby, and Puerta del Sol less than 0.6 mi from the property. Comfortable Amenities: Guests enjoy free WiFi, a private bathroom, air-conditioning, a balcony, washing machine, kitchen, and TV. Reception staff speak English and Spanish. Nearby Attractions: The Reina Sofia Museum is 0.9 mi away, Gran Via a 15-minute walk, and the Prado Museum 1 mi from the apartment. Adolfo Suarez Madrid-Barajas Airport is 8.7 mi distant. | ||
| 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=2026-06-22&checkout=2026-06-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-170-1 | 2026-06-15T05:25:59Z | https://www.booking.com/hotel/es/room007-chueca.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=2026-06-22&checkout=2026-06-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=20&hapos=239&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=507d252e438b166d&srepoch=1781500719&all_sr_blocks=88240401_88211665_2_2_0&highlighted_blocks=88240401_88211665_2_2_0&matching_block_id=88240401_88211665_2_2_0&sr_pri_blocks=88240401_88211665_2_2_0__69514&from=searchresults | Room Chueca | 8.6 | Excellent | 8667 | 9.6 | 805 | 947 | usd | 1 | Staff 9.4 Facilities 8.6 Cleanliness 8.7 Comfort 8.6 Value for money 8.8 Location 9.6 Free Wifi 8.8 | Good Breakfast Free Wifi Private bathroom Shower Air conditioning Family rooms Facilities for disabled guests Terrace Flat-screen TV City view | Hortaleza, 74, Madrid City Center, 28004 Madrid, Spain | https://r-xx.bstatic.com/xdata/images/hotel/608x352/265528339.webp?k=bb0c571b81104703babb46559afb25ea6d8a9215fa18f6109e603727ea1368cb&o= | Room Chueca is set between Madrid’s fashionable Chueca and Malasaña neighborhoods. Located 328 feet from Chueca Metro Station, this hostel features free Wi-Fi. Dormitory rooms are equipped with bunk beds, while private rooms have single or double beds. Bed linen and towels are provided, as well as free toiletries. All rooms and dormitories include a bathroom with a shower. Breakfast, lunch and dinner are available at the bar-restaurant. The neighboring streets offer restaurants, stylish bars and shops. The lively pedestrian zone, Fuencarral Street, is a 2-minute walk from the property and San Anton Market is 820 feet away. Staff can advise you on activities in Madrid, and organize social activities for guests. Gran Via, famous for shopping and its theaters, is 1312 feet from the hostel. Chueca and Tribunal metro stations are within a 5-minute walk of the hostel. |
{
"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=2026-06-22&checkout=2026-06-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-170-1",
"time_scraped": "2026-06-15T05:19:11Z",
"listing_url": "https://www.booking.com/hotel/es/la-paz-apartment-madrid.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=2026-06-22&checkout=2026-06-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=5&hapos=106&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=507d252e438b166d&srepoch=1781500698&all_sr_blocks=1373146206_416512241_3_0_0&highlighted_blocks=1373146206_416512241_3_0_0&matching_block_id=1373146206_416512241_3_0_0&sr_pri_blocks=1373146206_416512241_3_0_0__60440&from=searchresults",
"title": "La Paz Apartments",
"rating": 7.3,
"score": "Good",
"review_count": 69,
"location_score": 7.8,
"price": 700,
"price_old": 762,
"currency": "usd",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 7.7",
"Facilities 7.5",
"Cleanliness 7.5",
"Comfort 7.4",
"Value for money 7.2",
"Location 7.8",
"Free Wifi 7.5"
],
"property_highlights": [
"Apartments",
"Free Wifi",
"Private bathroom",
"Kitchen",
"Cable channels"
],
"address": "Calle del Heli\u00f3tropo 5, Tetuan, 28029 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/655556321.webp?k=11c1d0acc3ad5be74d313d9e66d3dde4708be92a363ae4f5aa747317917f3e32&o=",
"description": "Comfortable Accommodations: La Paz Apartments in Madrid offers a comfortable apartment with a private bathroom. The kitchenette includes a refrigerator, microwave, dishwasher, stovetop, and kitchenware. A dining area provides a pleasant space for meals.\n\nEssential Facilities: Guests enjoy free WiFi in public areas, ensuring connectivity during their stay. The apartment features a TV, tea and coffee maker, and a hairdryer for added convenience.\n\nPrime Location: Located 12 minutes from Chamartin Railway Station, the apartment is 1.8 mi from Santiago Bernab\u00e9u Stadium and 4.3 mi from Gran Via and Thyssen-Bornemisza Museum. Adolfo Suarez Madrid-Barajas Airport is 7.5 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=2026-06-22&checkout=2026-06-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-170-1",
"time_scraped": "2026-06-15T05:19:45Z",
"listing_url": "https://www.booking.com/hotel/es/alojamiento-temporal-en-centro-de-madrid.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=2026-06-22&checkout=2026-06-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=2&hapos=172&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=507d252e438b166d&srepoch=1781500709&all_sr_blocks=1623307201_433090370_2_0_0&highlighted_blocks=1623307201_433090370_2_0_0&matching_block_id=1623307201_433090370_2_0_0&sr_pri_blocks=1623307201_433090370_2_0_0__67620&from=searchresults",
"title": "Alojamiento temporal en centro de Madrid",
"rating": 8,
"score": "Very Good",
"review_count": 1,
"location_score": 10,
"price": 783,
"price_old": 851,
"currency": "usd",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 7.5",
"Facilities 7.5",
"Cleanliness 7.5",
"Comfort 10",
"Value for money 7.5",
"Location 10"
],
"property_highlights": [
"The entire place is yours",
"344 ft\u00b2 size",
"Free Wifi",
"Non-smoking rooms",
"Private bathroom",
"Kitchen",
"Air conditioning",
"Shower"
],
"address": "Calle N\u00fa\u00f1ez de Arce, 10 3A2, 28012 Madrid, Spain",
"main_image": "https://r-xx.bstatic.com/xdata/images/hotel/608x352/857550738.webp?k=54b8c36e0493638e4070bb41d0c70b4c81f96ad36997ecf8cc115ee4eaf61ec2&o=",
"description": "Modern Comforts: Alojamiento temporal en centro de Madrid offers a comfortable apartment in Madrid city center. The property features air-conditioning, a terrace, and free WiFi, ensuring a pleasant stay.\n\nConvenient Amenities: The apartment includes a fully equipped kitchen, a seating area, and a sofa. Additional amenities include a patio, shower, and hairdryer, catering to all guest needs.\n\nPrime Location: Located on Calle N\u00fa\u00f1ez de Arce, the apartment is an 8-minute walk from Plaza Mayor and 0.6 mi from the Prado Museum. Nearby attractions include Mercado San Miguel and Gran Via Metro Station, each less than 0.6 mi away. Adolfo Suarez Madrid-Barajas Airport is 7.5 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=2026-06-22&checkout=2026-06-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-170-1",
"time_scraped": "2026-06-15T05:19:51Z",
"listing_url": "https://www.booking.com/hotel/es/myhousespain-apartamento-con-parking-caja-magica.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=2026-06-22&checkout=2026-06-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=6&hapos=151&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=507d252e438b166d&srepoch=1781500705&all_sr_blocks=1291865601_428304292_3_0_0&highlighted_blocks=1291865601_428304292_3_0_0&matching_block_id=1291865601_428304292_3_0_0&sr_pri_blocks=1291865601_428304292_3_0_0__56482&from=searchresults",
"title": "MyHouseSpain - Apartamento con Parking Caja M\u00e1gica",
"rating": 7.2,
"score": "Good",
"review_count": 19,
"location_score": 8.2,
"price": 654,
"price_old": 711,
"currency": "usd",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 7.5",
"Facilities 6.8",
"Cleanliness 7.4",
"Comfort 7.4",
"Value for money 6.3",
"Location 8.2"
],
"property_highlights": [
"The entire place is yours",
"Free on-site parking",
"Free Wifi",
"Private bathroom",
"Kitchen",
"Air conditioning",
"Washing machine",
"Flat-screen TV",
"Free parking",
"Elevator"
],
"address": "10 Calle del Corind\u00f3n, Usera, 28041 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/603595404.webp?k=d190d6d02547e6a9dfadcecf884a3828dad16eaecb6cfe6e57bc3645f86cbe41&o=",
"description": "Comfortable Living: MyHouseSpain - Apartamento con Parking Caja M\u00e1gica in Madrid offers a one-bedroom apartment with a living room. The property includes a kitchenette, air-conditioning, and a washing machine.\n\nModern Amenities: Guests enjoy free WiFi, a elevator, and free on-site private parking. The apartment features a work desk, TV, and a fully equipped kitchen with a refrigerator, microwave, dishwasher, oven, and stovetop.\n\nPrime Location: Located 3.7 mi from Puerta de Atocha and Almudena Grandes Train Station, 4.3 mi from Reina Sofia Museum and El Retiro Park, and 5 mi from Prado Museum, Thyssen-Bornemisza Museum, and Plaza Mayor. Adolfo Suarez Madrid-Barajas Airport is 9.9 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=2026-06-22&checkout=2026-06-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-170-1",
"time_scraped": "2026-06-15T05:21:07Z",
"listing_url": "https://www.booking.com/hotel/es/apartamentos-travelstep-la-latina.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=2026-06-22&checkout=2026-06-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=10&hapos=229&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=507d252e438b166d&srepoch=1781500719&all_sr_blocks=1017674401_374248157_3_0_0&highlighted_blocks=1017674401_374248157_3_0_0&matching_block_id=1017674401_374248157_3_0_0&sr_pri_blocks=1017674401_374248157_3_0_0__56275&from=searchresults",
"title": "Apartamentos TravelStep La Latina",
"rating": 5.8,
"score": "Fair",
"review_count": 178,
"location_score": 8.7,
"price": 651,
"price_old": 713,
"currency": "usd",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 6.1",
"Facilities 5.7",
"Cleanliness 6.2",
"Comfort 6.3",
"Value for money 6.3",
"Location 8.7",
"Free Wifi 8.0"
],
"property_highlights": [
"Apartments",
"Free Wifi",
"Balcony",
"Private bathroom",
"View",
"Kitchen",
"Air conditioning",
"Washing machine",
"Flat-screen TV",
"Heating"
],
"address": "7 Calle de los Estudios Cuarto Der, Madrid City Center, 28012 Madrid, Spain",
"main_image": "https://r-xx.bstatic.com/xdata/images/hotel/608x352/465223995.webp?k=f31177d95098443773a8bdba006b18cbab715038c66c043e8784dc9c7e4f8319&o=",
"description": "Central Location: Apartamentos TravelStep La Latina in Madrid offers a central location with Plaza Mayor a 6-minute walk away, Mercado San Miguel 1640 feet nearby, and Puerta del Sol less than 0.6 mi from the property.\n\nComfortable Amenities: Guests enjoy free WiFi, a private bathroom, air-conditioning, a balcony, washing machine, kitchen, and TV. Reception staff speak English and Spanish.\n\nNearby Attractions: The Reina Sofia Museum is 0.9 mi away, Gran Via a 15-minute walk, and the Prado Museum 1 mi from the apartment. Adolfo Suarez Madrid-Barajas Airport is 8.7 mi distant."
}
{
"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=2026-06-22&checkout=2026-06-27&group_adults=2&no_rooms=1&group_children=0&nflt=price%3DUSD-min-170-1",
"time_scraped": "2026-06-15T05:25:59Z",
"listing_url": "https://www.booking.com/hotel/es/room007-chueca.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=2026-06-22&checkout=2026-06-27&dest_id=-390625&dest_type=city&group_adults=2&req_adults=2&no_rooms=1&group_children=0&req_children=0&hpos=20&hapos=239&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=507d252e438b166d&srepoch=1781500719&all_sr_blocks=88240401_88211665_2_2_0&highlighted_blocks=88240401_88211665_2_2_0&matching_block_id=88240401_88211665_2_2_0&sr_pri_blocks=88240401_88211665_2_2_0__69514&from=searchresults",
"title": "Room Chueca",
"rating": 8.6,
"score": "Excellent",
"review_count": 8667,
"location_score": 9.6,
"price": 805,
"price_old": 947,
"currency": "usd",
"preferred-badge": 1,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 9.4",
"Facilities 8.6",
"Cleanliness 8.7",
"Comfort 8.6",
"Value for money 8.8",
"Location 9.6",
"Free Wifi 8.8"
],
"property_highlights": [
"Good Breakfast",
"Free Wifi",
"Private bathroom",
"Shower",
"Air conditioning",
"Family rooms",
"Facilities for disabled guests",
"Terrace",
"Flat-screen TV",
"City view"
],
"address": "Hortaleza, 74, Madrid City Center, 28004 Madrid, Spain",
"main_image": "https://r-xx.bstatic.com/xdata/images/hotel/608x352/265528339.webp?k=bb0c571b81104703babb46559afb25ea6d8a9215fa18f6109e603727ea1368cb&o=",
"description": "Room Chueca is set between Madrid\u2019s fashionable Chueca and Malasa\u00f1a neighborhoods. Located 328 feet from Chueca Metro Station, this hostel features free Wi-Fi.\n\nDormitory rooms are equipped with bunk beds, while private rooms have single or double beds. Bed linen and towels are provided, as well as free toiletries. All rooms and dormitories include a bathroom with a shower.\n\nBreakfast, lunch and dinner are available at the bar-restaurant.\n\nThe neighboring streets offer restaurants, stylish bars and shops. The lively pedestrian zone, Fuencarral Street, is a 2-minute walk from the property and San Anton Market is 820 feet away. Staff can advise you on activities in Madrid, and organize social activities for guests.\n\nGran Via, famous for shopping and its theaters, is 1312 feet from the hostel. Chueca and Tribunal metro stations are within a 5-minute walk of the hostel."
}
Data Export
Download Booking.com data from Web Scraper Cloud in multiple formats:
Integrate with third-party services and automate data export using:
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.
Is web scraping legal?
Web scraping is generally legal when collecting public data. Although lawful, site owners often dislike automated collection and may deploy bot management tools to block access. Using this data to add value is acceptable, whereas copying a site to clone it violates copyrights. However, scraping data behind a login can be 100% illegal if the site's Terms and Conditions prohibit web scraping or automated access.
Pricing
| Recommended |
EnterpriseCustom |
||
|---|---|---|---|
| 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