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 (17 data points)
Sample data
| web_scraper_start_url | 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 | https://www.booking.com/hotel/es/excelente-ubicacion-cerca-del-metro-para-2-personas-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=23&hapos=173&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=a2955fb928a503e0&srepoch=1778161086&all_sr_blocks=1521583501_423819288_2_0_0&highlighted_blocks=1521583501_423819288_2_0_0&matching_block_id=1521583501_423819288_2_0_0&sr_pri_blocks=1521583501_423819288_2_0_0__57592&from=searchresults | Excelente ubicación cerca del metro para 2 personas | 5.0 | Fair | 5 | 8.0 | 677 | 731 | usd | 0 | Staff 7.5 Facilities 6.0 Cleanliness 6.0 Comfort 5.5 Value for money 6.0 Location 8.0 | The entire place is yours 484 ft² size Free Wifi Private bathroom Air conditioning Kitchenette Washing machine | C. de Arriaga, 28017 Madrid, Spain | https://r-xx.bstatic.com/xdata/images/hotel/608x352/772367263.webp?k=78a4ae2962fa2aadbac3f2e5e1783504d1efad4ebd6cce7bbea92cd57ac2e1da&o= | Modern Comforts: The apartment offers free WiFi, air-conditioning, a kitchenette, washing machine, coffee machine, sofa, and kitchenware. Convenient Location: Located in Madrid, it is 3.1 mi from Thyssen-Bornemisza Museum, El Retiro Park, and Prado Museum. Gran Via Metro Station is 3.7 mi away, with Puerta de Atocha and Reina Sofia Museum 3.7 mi from the property. Adolfo Suarez Madrid-Barajas Airport is 4.3 mi distant. Local Attractions: Guests can explore Plaza Mayor and Puerta del Sol, Santiago Bernabéu Stadium, and IFEMA within 4.3 mi. | ||
| 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 | https://www.booking.com/hotel/es/bluesock-hostels-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=21&hapos=246&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=a2955fb928a503e0&srepoch=1778161100&all_sr_blocks=359056108_118487066_1_2_0%2C359056108_118487066_1_2_0&highlighted_blocks=359056108_118487066_1_2_0%2C359056108_118487066_1_2_0&matching_block_id=359056108_118487066_1_2_0&sr_pri_blocks=359056108_118487066_1_2_0__17781%2C359056108_118487066_1_2_0__17781&from=searchresults | Room Gran Vía | 8.5 | Very Good | 16911 | 9.7 | 418 | 489 | usd | 1 | Staff 9.1 Facilities 8.5 Cleanliness 8.5 Comfort 8.5 Value for money 8.8 Location 9.7 Free Wifi 8.8 | Good Breakfast Free Wifi Private bathroom Shower Air conditioning Family rooms Flat-screen TV City view 24-hour front desk Key card access | 6 Calle Gran Vía, Madrid City Center, 28013 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/528781206.webp?k=2a48266ec519a4772a4070357579672a7e57a56fe7d36468d38c7f3aa2900c99&o= | Comfortable Accommodations: Room Gran Vía in Madrid offers family rooms with private bathrooms, air-conditioning, and parquet floors. Each room includes a shower, hairdryer, TV, sofa, electric kettle, and wardrobe. Essential Facilities: Guests enjoy free WiFi, a elevator, 24-hour front desk, tour desk, and a buffet breakfast. Additional amenities include a city view, shared bathroom, and a tour desk. Prime Location: Located in the city center, the hostel is a 5-minute walk from Gran Via Metro Station and less than 0.6 mi from Gran Via. Nearby attractions include the Thyssen-Bornemisza Museum (2297 feet) and Prado Museum (12-minute walk). Adolfo Suarez Madrid-Barajas Airport is 7.5 mi away. Guest Satisfaction: Highly rated for its cleanliness, value for money, and safety of the location. | ||
| 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 | https://www.booking.com/hotel/es/rentalis-arguelles.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=11&hapos=61&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=a2955fb928a503e0&srepoch=1778161050&all_sr_blocks=290191401_108904826_2_0_0&highlighted_blocks=290191401_108904826_2_0_0&matching_block_id=290191401_108904826_2_0_0&sr_pri_blocks=290191401_108904826_2_0_0__61103&from=searchresults | Argüelles Apartment | 8.0 | Very Good | 62 | 9.5 | 718 | 853 | usd | 1 | Staff 8.2 Facilities 8.2 Cleanliness 8.6 Comfort 7.7 Value for money 7.5 Location 9.5 Free Wifi 8.9 | The entire place is yours Private kitchen Wonderful free Wifi Views | Calle Tutor, Moncloa-Aravaca, 28008 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/161618507.webp?k=7ae7e064cdffec73614ed9461156eca59430d54acf68649c052e05a56ff0f6c5&o= | Comfortable Living Space: Argüelles Apartment in Madrid offers a one-bedroom apartment with a living room. The property features parquet floors, a sofa bed, and a dining table. Guests enjoy air-conditioning, a kitchenette, and a washing machine. Modern Amenities: The apartment includes free WiFi, a elevator, and a tour desk. Additional amenities include streaming services, a work desk, and a soundproofed environment. The kitchen is equipped with a refrigerator, microwave, dishwasher, and stovetop. Prime Location: Located less than 0.6 mi from Plaza de España Metro Station and a 10-minute walk to Temple of Debod. Gran Via is 0.7 mi away, while Mercado San Miguel is 1.2 mi from the property. Adolfo Suarez Madrid-Barajas Airport is 12 mi distant. Guest Satisfaction: Highly rated for its convenient location, comfortable bed, and the location of 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 | https://www.booking.com/hotel/es/classy-xv-ferga-suites.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=22&hapos=47&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=a2955fb928a503e0&srepoch=1778161039&all_sr_blocks=1513739701_423110797_2_0_0&highlighted_blocks=1513739701_423110797_2_0_0&matching_block_id=1513739701_423110797_2_0_0&sr_pri_blocks=1513739701_423110797_2_0_0__63570&from=searchresults | Classy XV - Ferga Suites | 8.9 | Excellent | 18 | 9.2 | 747 | 812 | usd | 0 | Staff 9.1 Facilities 8.9 Cleanliness 9.3 Comfort 9.1 Value for money 7.8 Location 9.2 Free Wifi 5.0 | The entire place is yours Private kitchen Free Wifi | de Fernando Garrido, 28015 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/766128257.webp?k=3112c594c70f2c4a4628ff75abca18035329674add453c8ee2161270b8aaf530&o= | Comfortable Accommodations: Classy XV - Ferga Suites in Madrid offers a spacious apartment with free WiFi, air-conditioning, and a private bathroom. The kitchen is equipped with a coffee machine, refrigerator, microwave, electric kettle, and kitchenware. Convenient Facilities: Guests benefit from a elevator and reception staff who speak English, Spanish, and Italian. The apartment includes a TV, hairdryer, and shower facilities. Prime Location: Located less than 0.6 mi from Plaza de España Metro Station and a 13-minute walk to Temple of Debod, the property is close to Gran Via (0.7 mi) and Puerta del Sol (1.1 mi). 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 | https://www.booking.com/hotel/es/bnbholder-boutique-sol-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=7&hapos=7&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=a2955fb928a503e0&srepoch=1778161110&all_sr_blocks=769676905_334752639_2_0_0&highlighted_blocks=769676905_334752639_2_0_0&matching_block_id=769676905_334752639_2_0_0&sr_pri_blocks=769676905_334752639_2_0_0__53466&from=searchresults | Waou Boutique SOL | 7.7 | Good | 420 | 9.4 | 629 | 683 | usd | 0 | Staff 7.5 Facilities 7.8 Cleanliness 8.3 Comfort 8.5 Value for money 7.7 Location 9.4 Free Wifi 7.1 | Kitchen Facilities Good free Wifi | Calle de los Jardines, Madrid City Center, 28013 Madrid, Spain | https://r-xx.bstatic.com/xdata/images/hotel/608x352/748082316.webp?k=088a28d01f81161f05844a26e904638e1360f4ecdc7fa7e00f17a850e23ba70b&o= | Comfortable Accommodations: Waou Boutique SOL in Madrid offers a guest house with free WiFi, air-conditioning, and private bathrooms. Each room includes a tea and coffee maker, hairdryer, coffee machine, shower, and TV. Convenient Location: Located in the city center, the property is a 4-minute walk from Gran Via Metro Station and less than 0.6 mi from Gran Via and Mercado San Miguel. Nearby attractions include the Prado Museum and Plaza Mayor. Guest Services: Reception staff speak English, Spanish, and French. Additional amenities include an electric kettle. Accessibility: Adolfo Suarez Madrid-Barajas Airport is 69 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",
"listing_url": "https://www.booking.com/hotel/es/excelente-ubicacion-cerca-del-metro-para-2-personas-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=23&hapos=173&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=a2955fb928a503e0&srepoch=1778161086&all_sr_blocks=1521583501_423819288_2_0_0&highlighted_blocks=1521583501_423819288_2_0_0&matching_block_id=1521583501_423819288_2_0_0&sr_pri_blocks=1521583501_423819288_2_0_0__57592&from=searchresults",
"title": "Excelente ubicaci\u00f3n cerca del metro para 2 personas",
"rating": 5,
"score": "Fair",
"review_count": 5,
"location_score": 8,
"price": 677,
"price_old": 731,
"currency": "usd",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 7.5",
"Facilities 6.0",
"Cleanliness 6.0",
"Comfort 5.5",
"Value for money 6.0",
"Location 8.0"
],
"property_highlights": [
"The entire place is yours",
"484 ft\u00b2 size",
"Free Wifi",
"Private bathroom",
"Air conditioning",
"Kitchenette",
"Washing machine"
],
"address": "C. de Arriaga, 28017 Madrid, Spain",
"main_image": "https://r-xx.bstatic.com/xdata/images/hotel/608x352/772367263.webp?k=78a4ae2962fa2aadbac3f2e5e1783504d1efad4ebd6cce7bbea92cd57ac2e1da&o=",
"description": "Modern Comforts: The apartment offers free WiFi, air-conditioning, a kitchenette, washing machine, coffee machine, sofa, and kitchenware.\n\nConvenient Location: Located in Madrid, it is 3.1 mi from Thyssen-Bornemisza Museum, El Retiro Park, and Prado Museum. Gran Via Metro Station is 3.7 mi away, with Puerta de Atocha and Reina Sofia Museum 3.7 mi from the property. Adolfo Suarez Madrid-Barajas Airport is 4.3 mi distant.\n\nLocal Attractions: Guests can explore Plaza Mayor and Puerta del Sol, Santiago Bernab\u00e9u Stadium, and IFEMA within 4.3 mi."
}
{
"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",
"listing_url": "https://www.booking.com/hotel/es/bluesock-hostels-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=21&hapos=246&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=a2955fb928a503e0&srepoch=1778161100&all_sr_blocks=359056108_118487066_1_2_0%2C359056108_118487066_1_2_0&highlighted_blocks=359056108_118487066_1_2_0%2C359056108_118487066_1_2_0&matching_block_id=359056108_118487066_1_2_0&sr_pri_blocks=359056108_118487066_1_2_0__17781%2C359056108_118487066_1_2_0__17781&from=searchresults",
"title": "Room Gran V\u00eda",
"rating": 8.5,
"score": "Very Good",
"review_count": 16911,
"location_score": 9.7,
"price": 418,
"price_old": 489,
"currency": "usd",
"preferred-badge": 1,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 9.1",
"Facilities 8.5",
"Cleanliness 8.5",
"Comfort 8.5",
"Value for money 8.8",
"Location 9.7",
"Free Wifi 8.8"
],
"property_highlights": [
"Good Breakfast",
"Free Wifi",
"Private bathroom",
"Shower",
"Air conditioning",
"Family rooms",
"Flat-screen TV",
"City view",
"24-hour front desk",
"Key card access"
],
"address": "6 Calle Gran V\u00eda, Madrid City Center, 28013 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/528781206.webp?k=2a48266ec519a4772a4070357579672a7e57a56fe7d36468d38c7f3aa2900c99&o=",
"description": "Comfortable Accommodations: Room Gran V\u00eda in Madrid offers family rooms with private bathrooms, air-conditioning, and parquet floors. Each room includes a shower, hairdryer, TV, sofa, electric kettle, and wardrobe.\n\nEssential Facilities: Guests enjoy free WiFi, a elevator, 24-hour front desk, tour desk, and a buffet breakfast. Additional amenities include a city view, shared bathroom, and a tour desk.\n\nPrime Location: Located in the city center, the hostel is a 5-minute walk from Gran Via Metro Station and less than 0.6 mi from Gran Via. Nearby attractions include the Thyssen-Bornemisza Museum (2297 feet) and Prado Museum (12-minute walk). Adolfo Suarez Madrid-Barajas Airport is 7.5 mi away.\n\nGuest Satisfaction: Highly rated for its cleanliness, value for money, and safety of the location."
}
{
"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",
"listing_url": "https://www.booking.com/hotel/es/rentalis-arguelles.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=11&hapos=61&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=a2955fb928a503e0&srepoch=1778161050&all_sr_blocks=290191401_108904826_2_0_0&highlighted_blocks=290191401_108904826_2_0_0&matching_block_id=290191401_108904826_2_0_0&sr_pri_blocks=290191401_108904826_2_0_0__61103&from=searchresults",
"title": "Arg\u00fcelles Apartment",
"rating": 8,
"score": "Very Good",
"review_count": 62,
"location_score": 9.5,
"price": 718,
"price_old": 853,
"currency": "usd",
"preferred-badge": 1,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 8.2",
"Facilities 8.2",
"Cleanliness 8.6",
"Comfort 7.7",
"Value for money 7.5",
"Location 9.5",
"Free Wifi 8.9"
],
"property_highlights": [
"The entire place is yours",
"Private kitchen",
"Wonderful free Wifi",
"Views"
],
"address": "Calle Tutor, Moncloa-Aravaca, 28008 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/161618507.webp?k=7ae7e064cdffec73614ed9461156eca59430d54acf68649c052e05a56ff0f6c5&o=",
"description": "Comfortable Living Space: Arg\u00fcelles Apartment in Madrid offers a one-bedroom apartment with a living room. The property features parquet floors, a sofa bed, and a dining table. Guests enjoy air-conditioning, a kitchenette, and a washing machine.\n\nModern Amenities: The apartment includes free WiFi, a elevator, and a tour desk. Additional amenities include streaming services, a work desk, and a soundproofed environment. The kitchen is equipped with a refrigerator, microwave, dishwasher, and stovetop.\n\nPrime Location: Located less than 0.6 mi from Plaza de Espa\u00f1a Metro Station and a 10-minute walk to Temple of Debod. Gran Via is 0.7 mi away, while Mercado San Miguel is 1.2 mi from the property. Adolfo Suarez Madrid-Barajas Airport is 12 mi distant.\n\nGuest Satisfaction: Highly rated for its convenient location, comfortable bed, and the location of 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",
"listing_url": "https://www.booking.com/hotel/es/classy-xv-ferga-suites.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=22&hapos=47&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=a2955fb928a503e0&srepoch=1778161039&all_sr_blocks=1513739701_423110797_2_0_0&highlighted_blocks=1513739701_423110797_2_0_0&matching_block_id=1513739701_423110797_2_0_0&sr_pri_blocks=1513739701_423110797_2_0_0__63570&from=searchresults",
"title": "Classy XV - Ferga Suites",
"rating": 8.9,
"score": "Excellent",
"review_count": 18,
"location_score": 9.2,
"price": 747,
"price_old": 812,
"currency": "usd",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 9.1",
"Facilities 8.9",
"Cleanliness 9.3",
"Comfort 9.1",
"Value for money 7.8",
"Location 9.2",
"Free Wifi 5.0"
],
"property_highlights": [
"The entire place is yours",
"Private kitchen",
"Free Wifi"
],
"address": "de Fernando Garrido, 28015 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/766128257.webp?k=3112c594c70f2c4a4628ff75abca18035329674add453c8ee2161270b8aaf530&o=",
"description": "Comfortable Accommodations: Classy XV - Ferga Suites in Madrid offers a spacious apartment with free WiFi, air-conditioning, and a private bathroom. The kitchen is equipped with a coffee machine, refrigerator, microwave, electric kettle, and kitchenware.\n\nConvenient Facilities: Guests benefit from a elevator and reception staff who speak English, Spanish, and Italian. The apartment includes a TV, hairdryer, and shower facilities.\n\nPrime Location: Located less than 0.6 mi from Plaza de Espa\u00f1a Metro Station and a 13-minute walk to Temple of Debod, the property is close to Gran Via (0.7 mi) and Puerta del Sol (1.1 mi). 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",
"listing_url": "https://www.booking.com/hotel/es/bnbholder-boutique-sol-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=7&hapos=7&sr_order=popularity&nflt=price%3DUSD-min-170-1&srpvid=a2955fb928a503e0&srepoch=1778161110&all_sr_blocks=769676905_334752639_2_0_0&highlighted_blocks=769676905_334752639_2_0_0&matching_block_id=769676905_334752639_2_0_0&sr_pri_blocks=769676905_334752639_2_0_0__53466&from=searchresults",
"title": "Waou Boutique SOL",
"rating": 7.7,
"score": "Good",
"review_count": 420,
"location_score": 9.4,
"price": 629,
"price_old": 683,
"currency": "usd",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 7.5",
"Facilities 7.8",
"Cleanliness 8.3",
"Comfort 8.5",
"Value for money 7.7",
"Location 9.4",
"Free Wifi 7.1"
],
"property_highlights": [
"Kitchen Facilities",
"Good free Wifi"
],
"address": "Calle de los Jardines, Madrid City Center, 28013 Madrid, Spain",
"main_image": "https://r-xx.bstatic.com/xdata/images/hotel/608x352/748082316.webp?k=088a28d01f81161f05844a26e904638e1360f4ecdc7fa7e00f17a850e23ba70b&o=",
"description": "Comfortable Accommodations: Waou Boutique SOL in Madrid offers a guest house with free WiFi, air-conditioning, and private bathrooms. Each room includes a tea and coffee maker, hairdryer, coffee machine, shower, and TV.\n\nConvenient Location: Located in the city center, the property is a 4-minute walk from Gran Via Metro Station and less than 0.6 mi from Gran Via and Mercado San Miguel. Nearby attractions include the Prado Museum and Plaza Mayor.\n\nGuest Services: Reception staff speak English, Spanish, and French. Additional amenities include an electric kettle.\n\nAccessibility: Adolfo Suarez Madrid-Barajas Airport is 69 mi away."
}
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