Booking - stay pages scraper
Overview
The Booking stay pages scraper is a prebuilt sitemap designed to extract structured accommodation listing data from booking.com stay pages. It takes individual stay page URLs as input and collects detailed stay information directly from each 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 stay page URLs, and the scraper will automatically extract the defined stay attributes.
Scrape booking.com stay listing data. As start URLs provide:
- stay page links
Sitemap use cases
- Market Trend Monitoring
- Automated Valuation Models (AVMs)
- Lead Generation
- Market Intelligence
- Competitive Benchmarking
Input
Booking.com product search result pages, for example:
Output (13 data points)
Sample data
| web_scraper_start_url | title | rating | score | review_count | location_score | preferred-badge | star_rating | squares_rating | score_by_category | property_highlights | address | main_image | description |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| https://www.booking.com/hotel/es/fantastica-casa-con-jardin-madrid.html | Fantástica casa con jardín | 8.1 | Very Good | 16 | 8.8 | 0 | Staff 8.4 Facilities 8.4 Cleanliness 8.9 Comfort 8.8 Value for money 8.2 Location 8.8 | The entire place is yours 431 ft² size Private bathroom Free Wifi Air conditioning Non-smoking rooms Shower Kitchen Family rooms Terrace | Calle del General Aranaz 54, 28027 Madrid, Spain | https://r-xx.bstatic.com/xdata/images/hotel/608x352/697069658.webp?k=32c21c05c854f703cea81d65df7bd8e65260eca73db70d19dafda7264f5c06a4&o= | Modern Comforts: Fantástica casa con jardín in Madrid offers a sun terrace and a garden. Guests enjoy free WiFi, air-conditioning, and a fully equipped kitchenette. Convenient Facilities: The apartment features a private check-in and check-out service, an outdoor seating area, and family rooms. Additional amenities include a terrace, patio, dining area, and a TV. Prime Location: Located 2.7 mi from IFEMA, 3.7 mi from Santiago Bernabéu Stadium and the Prado Museum, and 4.3 mi from El Retiro Park and the Thyssen-Bornemisza Museum. Adolfo Suarez Madrid-Barajas Airport is 3.7 mi away. | ||
| https://www.booking.com/hotel/es/room007-ventura-hostel.html | room00 Ventura Hostel | 8.3 | Very Good | 5914 | 9.5 | 1 | Staff 9.0 Facilities 8.3 Cleanliness 8.4 Comfort 8.3 Value for money 8.6 Location 9.5 Free Wifi 8.6 | Excellent Breakfast Restaurant Private bathroom Free Wifi Air conditioning Facilities for disabled guests Non-smoking rooms Shower Family rooms Terrace | Ventura de la Vega, 5, Madrid City Center, 28014 Madrid, Spain | https://r-xx.bstatic.com/xdata/images/hotel/608x352/695433522.webp?k=91f35c46af7949a0c02f5b73ebf066e45e96f66b1a4eed30b3e37dd4b090db26&o= | Located just 1312 feet from Puerta del Sol, room00 Ventura Hostel offers air-conditioned rooms with free high-speed WiFi. It features an on-site bar and restaurant. Rooms are decorated in white and feature cartoon-like drawings on the walls. All dorm rooms include individual lockers, reading lights and a bag for your belongings, while the double rooms also have a wardrobe and TV. Each room has its own bathroom with free toiletries. Bed linen and towels are provided, as well as a Nordic cover. Staff at the 24-hour reception can help with tourist information, luggage storage and airport transfers. Madrid’s vibrant La Latina district, with its winding streets and tapas bars, is located nearby. San Miguel Market offers a range of fresh Spanish delicacies and is a 15-minute walk away. Plaza Santa Ana and Gran Vía are also nearby. Located just 400 mtres from Puerta del Sol. Plaza Mayor, El Retiro Park and El Prado Museum, among other sights, are all within a 10-minute walk. | ||
| https://www.booking.com/hotel/es/toc-hostel-madrid.html | Toc Hostel Madrid | 8.7 | Excellent | 4827 | 9.7 | 1 | Staff 9.1 Facilities 8.7 Cleanliness 8.8 Comfort 8.7 Value for money 8.8 Location 9.7 Free Wifi 9.2 | Very Good Breakfast Shuttle service Private bathroom Free Wifi Air conditioning Facilities for disabled guests Non-smoking rooms Shower Family rooms Flat-screen TV | Plaza de Celenque, 3 , Madrid City Center, 28013 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/583303729.webp?k=f8704e5f55af5819c62d1a1067aca08f0e34b0cf5add629cc2b1d088afc433e4&o= | Toc Hostel Madrid is located in central Madrid, just 394 feet from Puerta del Sol Square. This stylish, modern hostel offers smart, air-conditioned rooms with free WiFi. At Toc Hostel you can book private rooms or a bed in a shared dormitory. The rooms and dorms feature attractive décor with parquet floors and light wood furniture. The property has a bar where they hold themed parties, and there is a games room where you can play pool for free. Staff at the 24-hour reception can provide information about what to see and do in Madrid. There are numerous shops, bars and restaurants in the surrounding streets, and Plaza Mayor Square is 820 feet away. | ||
| https://www.booking.com/hotel/es/madrid-deluxe.html | Madrid Paseo de la Castellana | 8.1 | Very Good | 54 | 8.9 | 0 | Staff 8.2 Facilities 8.6 Cleanliness 8.1 Comfort 8.5 Value for money 8.2 Location 8.9 Free Wifi 8.8 | The entire place is yours 474 ft² size Pet friendly Private bathroom Balcony Free Wifi View Kitchen Private pool Terrace | Sor Ángela de la Cruz, Tetuan, 28020 Madrid, Spain | https://r-xx.bstatic.com/xdata/images/hotel/608x352/125032587.webp?k=be14f36f72ecabf8588da53262504a86ff8ac441e19a92bfef7b53f62ffaac10&o= | Modern Comforts: Madrid Paseo de la Castellana offers a comfortable apartment in Madrid. Guests enjoy free WiFi, a elevator, and a terrace with city views. The property includes a balcony, patio, and private pool. Convenient Amenities: The apartment features a fully equipped kitchenette, washing machine, and dishwasher. Additional amenities include a work desk, dining area, and parquet floors. Free toiletries and a hairdryer are provided for added comfort. Prime Location: Santiago Bernabéu Stadium is a 14-minute walk away. Nearby attractions include Chamartin Railway Station (1.6 mi), Gran Via (3.1 mi), and Plaza Mayor (4.3 mi). Adolfo Suarez Madrid-Barajas Airport is 8.7 mi from the property. | ||
| https://www.booking.com/hotel/es/casa-tao-madrid.html | Hostel 18 | 5.4 | Fair | 1213 | 7.3 | 0 | Staff 6.2 Facilities 6.0 Cleanliness 6.3 Comfort 6.0 Value for money 6.5 Location 7.3 Free Wifi 7.0 | Calle Avila 18, Tetuan, Tetuan, 28020 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/348144180.webp?k=ac2887cb047be93f3ac806eb95fe4aff3b63f311d21d031bbe67b1b04b597a0c&o= | Comfortable Accommodations: Hostel 18 in Madrid offers free WiFi, air-conditioning, and parquet floors. Each room includes a kitchenette, washing machine, and private entrance. Convenient Facilities: Guests benefit from private and express check-in and check-out services, a 24-hour front desk, and daily housekeeping. A shared kitchen and dining area enhance the stay. Prime Location: Santiago Bernabéu Stadium is a 12-minute walk away. Nearby attractions include Chamartin Railway Station (2.2 mi) and Gran Via (2.5 mi). Adolfo Suarez Madrid-Barajas Airport is 9.3 mi from the hostel. |
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/fantastica-casa-con-jardin-madrid.html",
"title": "Fant\u00e1stica casa con jard\u00edn",
"rating": 8.1,
"score": "Very Good",
"review_count": 16,
"location_score": 8.8,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 8.4",
"Facilities 8.4",
"Cleanliness 8.9",
"Comfort 8.8",
"Value for money 8.2",
"Location 8.8"
],
"property_highlights": [
"The entire place is yours",
"431 ft\u00b2 size",
"Private bathroom",
"Free Wifi",
"Air conditioning",
"Non-smoking rooms",
"Shower",
"Kitchen",
"Family rooms",
"Terrace"
],
"address": "Calle del General Aranaz 54, 28027 Madrid, Spain",
"main_image": "https://r-xx.bstatic.com/xdata/images/hotel/608x352/697069658.webp?k=32c21c05c854f703cea81d65df7bd8e65260eca73db70d19dafda7264f5c06a4&o=",
"description": "Modern Comforts: Fant\u00e1stica casa con jard\u00edn in Madrid offers a sun terrace and a garden. Guests enjoy free WiFi, air-conditioning, and a fully equipped kitchenette.\n\nConvenient Facilities: The apartment features a private check-in and check-out service, an outdoor seating area, and family rooms. Additional amenities include a terrace, patio, dining area, and a TV.\n\nPrime Location: Located 2.7 mi from IFEMA, 3.7 mi from Santiago Bernab\u00e9u Stadium and the Prado Museum, and 4.3 mi from El Retiro Park and the Thyssen-Bornemisza Museum. Adolfo Suarez Madrid-Barajas Airport is 3.7 mi away."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/room007-ventura-hostel.html",
"title": "room00 Ventura Hostel",
"rating": 8.3,
"score": "Very Good",
"review_count": 5914,
"location_score": 9.5,
"preferred-badge": 1,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 9.0",
"Facilities 8.3",
"Cleanliness 8.4",
"Comfort 8.3",
"Value for money 8.6",
"Location 9.5",
"Free Wifi 8.6"
],
"property_highlights": [
"Excellent Breakfast",
"Restaurant",
"Private bathroom",
"Free Wifi",
"Air conditioning",
"Facilities for disabled guests",
"Non-smoking rooms",
"Shower",
"Family rooms",
"Terrace"
],
"address": "Ventura de la Vega, 5, Madrid City Center, 28014 Madrid, Spain",
"main_image": "https://r-xx.bstatic.com/xdata/images/hotel/608x352/695433522.webp?k=91f35c46af7949a0c02f5b73ebf066e45e96f66b1a4eed30b3e37dd4b090db26&o=",
"description": "Located just 1312 feet from Puerta del Sol, room00 Ventura Hostel offers air-conditioned rooms with free high-speed WiFi. It features an on-site bar and restaurant.\n\nRooms are decorated in white and feature cartoon-like drawings on the walls. All dorm rooms include individual lockers, reading lights and a bag for your belongings, while the double rooms also have a wardrobe and TV. Each room has its own bathroom with free toiletries. Bed linen and towels are provided, as well as a Nordic cover.\n\nStaff at the 24-hour reception can help with tourist information, luggage storage and airport transfers.\n\nMadrid\u2019s vibrant La Latina district, with its winding streets and tapas bars, is located nearby. San Miguel Market offers a range of fresh Spanish delicacies and is a 15-minute walk away. Plaza Santa Ana and Gran V\u00eda are also nearby. Located just 400 mtres from Puerta del Sol.\n\nPlaza Mayor, El Retiro Park and El Prado Museum, among other sights, are all within a 10-minute walk."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/toc-hostel-madrid.html",
"title": "Toc Hostel Madrid",
"rating": 8.7,
"score": "Excellent",
"review_count": 4827,
"location_score": 9.7,
"preferred-badge": 1,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 9.1",
"Facilities 8.7",
"Cleanliness 8.8",
"Comfort 8.7",
"Value for money 8.8",
"Location 9.7",
"Free Wifi 9.2"
],
"property_highlights": [
"Very Good Breakfast",
"Shuttle service",
"Private bathroom",
"Free Wifi",
"Air conditioning",
"Facilities for disabled guests",
"Non-smoking rooms",
"Shower",
"Family rooms",
"Flat-screen TV"
],
"address": "Plaza de Celenque, 3 , Madrid City Center, 28013 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/583303729.webp?k=f8704e5f55af5819c62d1a1067aca08f0e34b0cf5add629cc2b1d088afc433e4&o=",
"description": "Toc Hostel Madrid is located in central Madrid, just 394 feet from Puerta del Sol Square. This stylish, modern hostel offers smart, air-conditioned rooms with free WiFi.\n\nAt Toc Hostel you can book private rooms or a bed in a shared dormitory. The rooms and dorms feature attractive d\u00e9cor with parquet floors and light wood furniture.\n\nThe property has a bar where they hold themed parties, and there is a games room where you can play pool for free.\n\nStaff at the 24-hour reception can provide information about what to see and do in Madrid. There are numerous shops, bars and restaurants in the surrounding streets, and Plaza Mayor Square is 820 feet away."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/madrid-deluxe.html",
"title": "Madrid Paseo de la Castellana",
"rating": 8.1,
"score": "Very Good",
"review_count": 54,
"location_score": 8.9,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 8.2",
"Facilities 8.6",
"Cleanliness 8.1",
"Comfort 8.5",
"Value for money 8.2",
"Location 8.9",
"Free Wifi 8.8"
],
"property_highlights": [
"The entire place is yours",
"474 ft\u00b2 size",
"Pet friendly",
"Private bathroom",
"Balcony",
"Free Wifi",
"View",
"Kitchen",
"Private pool",
"Terrace"
],
"address": "Sor \u00c1ngela de la Cruz, Tetuan, 28020 Madrid, Spain",
"main_image": "https://r-xx.bstatic.com/xdata/images/hotel/608x352/125032587.webp?k=be14f36f72ecabf8588da53262504a86ff8ac441e19a92bfef7b53f62ffaac10&o=",
"description": "Modern Comforts: Madrid Paseo de la Castellana offers a comfortable apartment in Madrid. Guests enjoy free WiFi, a elevator, and a terrace with city views. The property includes a balcony, patio, and private pool.\n\nConvenient Amenities: The apartment features a fully equipped kitchenette, washing machine, and dishwasher. Additional amenities include a work desk, dining area, and parquet floors. Free toiletries and a hairdryer are provided for added comfort.\n\nPrime Location: Santiago Bernab\u00e9u Stadium is a 14-minute walk away. Nearby attractions include Chamartin Railway Station (1.6 mi), Gran Via (3.1 mi), and Plaza Mayor (4.3 mi). Adolfo Suarez Madrid-Barajas Airport is 8.7 mi from the property."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/casa-tao-madrid.html",
"title": "Hostel 18",
"rating": 5.4,
"score": "Fair",
"review_count": 1213,
"location_score": 7.3,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 6.2",
"Facilities 6.0",
"Cleanliness 6.3",
"Comfort 6.0",
"Value for money 6.5",
"Location 7.3",
"Free Wifi 7.0"
],
"property_highlights": "",
"address": "Calle Avila 18, Tetuan, Tetuan, 28020 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/348144180.webp?k=ac2887cb047be93f3ac806eb95fe4aff3b63f311d21d031bbe67b1b04b597a0c&o=",
"description": "Comfortable Accommodations: Hostel 18 in Madrid offers free WiFi, air-conditioning, and parquet floors. Each room includes a kitchenette, washing machine, and private entrance.\n\nConvenient Facilities: Guests benefit from private and express check-in and check-out services, a 24-hour front desk, and daily housekeeping. A shared kitchen and dining area enhance the stay.\n\nPrime Location: Santiago Bernab\u00e9u Stadium is a 12-minute walk away. Nearby attractions include Chamartin Railway Station (2.2 mi) and Gran Via (2.5 mi). Adolfo Suarez Madrid-Barajas Airport is 9.3 mi from 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.
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 - stay pages scraper | |||
| $10/1K URLs | $5/1K URLs |
Residential
From $1.26/1K URLs
|
Residential
From $1.26/1K URLs
|
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