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/casa-tao-madrid.html | Hostel 18 | 5.4 | Fair | 1222 | 7.2 | 0 | Staff 6.2 Facilities 6.0 Cleanliness 6.2 Comfort 6.0 Value for money 6.5 Location 7.2 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. | |||
| https://www.booking.com/hotel/es/apartamentos-wanda-airport-ifema.html | Apartamento Wanda Ifema con Parking y Gym | 8.5 | Very Good | 62 | 0 | Staff 9.1 Facilities 8.9 Cleanliness 8.9 Comfort 8.6 Value for money 8.4 Location 8.3 Free Wifi 5.0 | The entire place is yours 538 ft² size Outdoor swimming pool Free on-site parking Private bathroom Free Wifi Air conditioning View Adults only Non-smoking rooms | 44 Calle de Pirra, San Blas, 28022 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/642973624.webp?k=2a201d8e0af49da4e812f308e565f3fb6ccd7f9160c849ef512cc36d23199fb4&o= | Modern Comforts: Apartamento Wanda Ifema con Parking y Gym in Madrid offers a fitness center, seasonal outdoor swimming pool, and a lush garden. Guests enjoy free WiFi, a bar, and a games room. Convenient Facilities: The apartment features a minimarket, children's playground, and a 24-hour front desk. Additional amenities include a elevator, concierge service, and free on-site private parking. Prime Location: Located 3.1 mi from IFEMA and 2.5 mi from Adolfo Suarez Madrid-Barajas Airport, the property is near attractions such as the Prado Museum and El Retiro Park. Guests appreciate the convenient location and nearby shops. | |||
| https://www.booking.com/hotel/es/calido-valdebebas.html | Calido Valdebebas | 9.2 | Wonderful | 302 | 0 | Staff 9.6 Facilities 9.4 Cleanliness 9.3 Comfort 9.4 Value for money 9.0 Location 8.6 Free Wifi 9.2 | Apartments Outdoor swimming pool Private parking Private bathroom Free Wifi Air conditioning Non-smoking rooms Kitchen Fitness center Terrace | Calle de Carlos Fernández Casado, 36, 28055 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/770698340.webp?k=0d1a9121819fae8e5c55804786492d36c3db12db4c8c3125e5e75e86cf6ef7e9&o= | Modern Amenities: Calido Valdebebas in Madrid offers a rooftop swimming pool, terrace, and free WiFi. Guests can enjoy a lounge, fitness room, elevator, concierge service, games room, and full-day security. Comfortable Living: The apartment features air-conditioning, a kitchenette, private bathroom, kitchen, tea and coffee maker, coffee machine, refrigerator, microwave, TV, sofa, kitchenware, wardrobe, and stovetop. Prime Location: Located 2.5 mi from IFEMA, 5.6 mi from Chamartin Railway Station and Santiago Bernabéu Stadium, 8.7 mi from Thyssen-Bornemisza Museum, El Retiro Park, and Prado Museum, and 1.9 mi from Adolfo Suarez Madrid-Barajas Airport. | |||
| https://www.booking.com/hotel/es/alojamiento-rocafort.html | Habitaciones privadas Calle riojanos | 5.2 | Fair | 39 | 0 | Staff 6.9 Facilities 6.3 Cleanliness 6.3 Comfort 6.1 Value for money 5.7 Location 6.5 Free Wifi 8.8 | Apartments Balcony Free Wifi Air conditioning Non-smoking rooms Bathtub Kitchen Family rooms Flat-screen TV Heating | Calle Riojanos 25, Puente de Vallecas, 28021 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/823097002.webp?k=1c6b5909c0ad212e181e2c2d0e9f9c61520971b9bf4617167a22f509feec97b5&o= | Comfortable Accommodations: Habitaciones privadas Calle riojanos in Madrid offers a comfortable apartment with free WiFi, air-conditioning, and a elevator. Family rooms provide ample space for relaxation. Modern Amenities: The apartment features a kitchenette, balcony, and a fully equipped kitchen with a coffee machine, refrigerator, oven, and microwave. Additional amenities include a work desk, dining area, and a sofa bed. Convenient Location: Located 3.7 mi from Puerta de Atocha, Almudena Grandes Train Station, Reina Sofia Museum, El Retiro Park, and the Prado Museum. Adolfo Suarez Madrid-Barajas Airport is 6.8 mi away. | |||
| https://www.booking.com/hotel/es/hostal-maria-ronda.html | Hostal Maria Ronda | 8.9 | Excellent | 1378 | 0 | Staff 9.5 Facilities 8.9 Cleanliness 9.3 Comfort 9.1 Value for money 8.6 Location 8.9 Free Wifi 8.7 | Batalla de Torrijos, 26, Carabanchel, 28025 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/120283076.webp?k=13ed2a9fffacc2a49c4b3985921dd60979dbcda50064befb7703544bdc88cf49&o= | Hostal Maria Ronda guest house is located 10 minutes’ drive from the center of Madrid. The guest house features free internet access and rooms with private bathrooms. Rooms at the Maria Ronda are spacious and feature bright décor. Each room comes with a TV, phone and desk. Facilities at the Maria Ronda include air conditioning and heating. Hostal Maria Ronda is located 6 minutes’ walk from Carabanchel Metro Station. Atocha Train Station can be reached in around 30 minutes by Metro, and Madrid Barajas Airport is a 25-minute drive. |
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/casa-tao-madrid.html",
"title": "Hostel 18",
"rating": 5.4,
"score": "Fair",
"review_count": 1222,
"location_score": 7.2,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 6.2",
"Facilities 6.0",
"Cleanliness 6.2",
"Comfort 6.0",
"Value for money 6.5",
"Location 7.2",
"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."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/apartamentos-wanda-airport-ifema.html",
"title": "Apartamento Wanda Ifema con Parking y Gym",
"rating": 8.5,
"score": "Very Good",
"review_count": 62,
"location_score": "",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 9.1",
"Facilities 8.9",
"Cleanliness 8.9",
"Comfort 8.6",
"Value for money 8.4",
"Location 8.3",
"Free Wifi 5.0"
],
"property_highlights": [
"The entire place is yours",
"538 ft\u00b2 size",
"Outdoor swimming pool",
"Free on-site parking",
"Private bathroom",
"Free Wifi",
"Air conditioning",
"View",
"Adults only",
"Non-smoking rooms"
],
"address": "44 Calle de Pirra, San Blas, 28022 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/642973624.webp?k=2a201d8e0af49da4e812f308e565f3fb6ccd7f9160c849ef512cc36d23199fb4&o=",
"description": "Modern Comforts: Apartamento Wanda Ifema con Parking y Gym in Madrid offers a fitness center, seasonal outdoor swimming pool, and a lush garden. Guests enjoy free WiFi, a bar, and a games room.\n\nConvenient Facilities: The apartment features a minimarket, children's playground, and a 24-hour front desk. Additional amenities include a elevator, concierge service, and free on-site private parking.\n\nPrime Location: Located 3.1 mi from IFEMA and 2.5 mi from Adolfo Suarez Madrid-Barajas Airport, the property is near attractions such as the Prado Museum and El Retiro Park. Guests appreciate the convenient location and nearby shops."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/calido-valdebebas.html",
"title": "Calido Valdebebas",
"rating": 9.2,
"score": "Wonderful",
"review_count": 302,
"location_score": "",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 9.6",
"Facilities 9.4",
"Cleanliness 9.3",
"Comfort 9.4",
"Value for money 9.0",
"Location 8.6",
"Free Wifi 9.2"
],
"property_highlights": [
"Apartments",
"Outdoor swimming pool",
"Private parking",
"Private bathroom",
"Free Wifi",
"Air conditioning",
"Non-smoking rooms",
"Kitchen",
"Fitness center",
"Terrace"
],
"address": "Calle de Carlos Fern\u00e1ndez Casado, 36, 28055 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/770698340.webp?k=0d1a9121819fae8e5c55804786492d36c3db12db4c8c3125e5e75e86cf6ef7e9&o=",
"description": "Modern Amenities: Calido Valdebebas in Madrid offers a rooftop swimming pool, terrace, and free WiFi. Guests can enjoy a lounge, fitness room, elevator, concierge service, games room, and full-day security.\n\nComfortable Living: The apartment features air-conditioning, a kitchenette, private bathroom, kitchen, tea and coffee maker, coffee machine, refrigerator, microwave, TV, sofa, kitchenware, wardrobe, and stovetop.\n\nPrime Location: Located 2.5 mi from IFEMA, 5.6 mi from Chamartin Railway Station and Santiago Bernab\u00e9u Stadium, 8.7 mi from Thyssen-Bornemisza Museum, El Retiro Park, and Prado Museum, and 1.9 mi from Adolfo Suarez Madrid-Barajas Airport."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/alojamiento-rocafort.html",
"title": "Habitaciones privadas Calle riojanos",
"rating": 5.2,
"score": "Fair",
"review_count": 39,
"location_score": "",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 6.9",
"Facilities 6.3",
"Cleanliness 6.3",
"Comfort 6.1",
"Value for money 5.7",
"Location 6.5",
"Free Wifi 8.8"
],
"property_highlights": [
"Apartments",
"Balcony",
"Free Wifi",
"Air conditioning",
"Non-smoking rooms",
"Bathtub",
"Kitchen",
"Family rooms",
"Flat-screen TV",
"Heating"
],
"address": "Calle Riojanos 25, Puente de Vallecas, 28021 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/823097002.webp?k=1c6b5909c0ad212e181e2c2d0e9f9c61520971b9bf4617167a22f509feec97b5&o=",
"description": "Comfortable Accommodations: Habitaciones privadas Calle riojanos in Madrid offers a comfortable apartment with free WiFi, air-conditioning, and a elevator. Family rooms provide ample space for relaxation.\n\nModern Amenities: The apartment features a kitchenette, balcony, and a fully equipped kitchen with a coffee machine, refrigerator, oven, and microwave. Additional amenities include a work desk, dining area, and a sofa bed.\n\nConvenient Location: Located 3.7 mi from Puerta de Atocha, Almudena Grandes Train Station, Reina Sofia Museum, El Retiro Park, and the Prado Museum. Adolfo Suarez Madrid-Barajas Airport is 6.8 mi away."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/hostal-maria-ronda.html",
"title": "Hostal Maria Ronda",
"rating": 8.9,
"score": "Excellent",
"review_count": 1378,
"location_score": "",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 9.5",
"Facilities 8.9",
"Cleanliness 9.3",
"Comfort 9.1",
"Value for money 8.6",
"Location 8.9",
"Free Wifi 8.7"
],
"property_highlights": "",
"address": "Batalla de Torrijos, 26, Carabanchel, 28025 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/120283076.webp?k=13ed2a9fffacc2a49c4b3985921dd60979dbcda50064befb7703544bdc88cf49&o=",
"description": "Hostal Maria Ronda guest house is located 10 minutes\u2019 drive from the center of Madrid. The guest house features free internet access and rooms with private bathrooms.\n\nRooms at the Maria Ronda are spacious and feature bright d\u00e9cor. Each room comes with a TV, phone and desk.\n\nFacilities at the Maria Ronda include air conditioning and heating.\n\nHostal Maria Ronda is located 6 minutes\u2019 walk from Carabanchel Metro Station. Atocha Train Station can be reached in around 30 minutes by Metro, and Madrid Barajas Airport is a 25-minute drive."
}
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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