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:
-
https://www.booking.com/hotel/es/apartamentos-wanda-airport-ifema.html -
https://www.booking.com/hotel/es/hospedaje-nueva-numancia.html -
https://www.booking.com/hotel/es/madrid-deluxe.html
Output (14 data points)
Sample data
| web_scraper_start_url | time_scraped | 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 | 2026-06-14T11:31:08Z | Fantástica casa con jardín | 8.3 | Very Good | 18 | 8.9 | 0 | Staff 8.6 Facilities 8.6 Cleanliness 9.0 Comfort 8.9 Value for money 7.9 Location 8.9 | The entire place is yours Free Wifi Private kitchen | Calle del General Aranaz 54, 28027 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/855933488.webp?k=e302c9d966001a17bb4cc6526297dbd09ba9e4e95ab49a76f0fef1a274a81c48&o= | Comfortable Accommodations: Fantástica casa con jardín in Madrid offers a holiday home with one bedroom and one bathroom. The property features a sun terrace and a garden, providing a relaxing outdoor space. Modern Amenities: Guests enjoy free WiFi, air-conditioning, and a fully equipped kitchen with a refrigerator, microwave, oven, and stovetop. Additional amenities include a dining area, TV, and free toiletries. Convenient Location: Located 2.7 mi from IFEMA, 3.7 mi from Santiago Bernabéu Stadium and Adolfo Suarez Madrid-Barajas Airport, and 4.3 mi from the Prado Museum and El Retiro Park. Reception staff speak English and Spanish. | ||
| https://www.booking.com/hotel/es/dobo-madrid-rocio.html | 2026-06-14T11:31:38Z | Dobo Madrid Rocío | 8.8 | Excellent | 13 | 8.5 | 0 | Staff 8.1 Facilities 8.9 Cleanliness 9.1 Comfort 8.9 Value for money 8.5 Location 8.5 | Free Wifi Kitchen Facilities | Calle Elfo, 65, 28027 Madrid, Spain | https://r-xx.bstatic.com/xdata/images/hotel/608x352/840975713.webp?k=22f3d4e903c6ff9670a65d870fc13f8e1d062cb1e35f163d0efab34dbaf96960&o= | Comfortable Accommodations: Dobo Madrid Rocío in Madrid offers a guest house with free WiFi, air-conditioning, and private bathrooms. Each unit includes a hairdryer, coffee machine, refrigerator, microwave, shower, TV, electric kettle, kitchenware, wardrobe, and toaster. Convenient Location: Located 2.9 mi from the Thyssen-Bornemisza Museum, 2.9 mi from El Retiro Park, and 3 mi from the Prado Museum. Gran Via Metro Station is 3 mi away, Santiago Bernabéu Stadium 3.1 mi, Puerta de Atocha - Almudena Grandes Train Station 3.7 mi, Reina Sofia Museum and IFEMA 3.7 mi, Puerta del Sol 4.3 mi, Chamartin Railway Station 5 mi. Adolfo Suarez Madrid-Barajas Airport is 4.3 mi from the property. | ||
| https://www.booking.com/hotel/es/casa-tao-madrid.html | 2026-06-14T11:30:50Z | Hostel 18 | 5.4 | Fair | 1203 | 7.3 | 0 | Views Good free Wifi Kitchen Facilities | Calle Avila 18, Tetuan, Tetuan, 28020 Madrid, Spain | https://r-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 | 2026-06-14T11:30:58Z | Apartamento Wanda Ifema con Parking y Gym | 8.7 | Excellent | 64 | 0 | Staff 9.1 Facilities 9.1 Cleanliness 9.1 Comfort 8.9 Value for money 8.6 Location 8.7 Free Wifi 5.0 | The entire place is yours Free private parking Views Free Wifi Private kitchen Wellness Outdoor swimming pool | 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/alojamiento-rocafort.html | 2026-06-14T11:31:05Z | Salon privado | 5.3 | Fair | 40 | 0 | Staff 6.8 Facilities 6.3 Cleanliness 6.4 Comfort 6.1 Value for money 5.7 Location 6.3 Free Wifi 8.8 | Views Wonderful free Wifi Private kitchen | Calle Riojanos 25, Puente de Vallecas, 28021 Madrid, Spain | https://r-xx.bstatic.com/xdata/images/hotel/608x352/860655479.webp?k=b99464dfe77785f5e01c4efea8de4aa1b2d4bd69318190a7df0be88f958dcf93&o= | Comfortable Accommodations: Salon privado in Madrid offers a spacious 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, and oven. 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, and Reina Sofia Museum, Salon privado is also close to 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/fantastica-casa-con-jardin-madrid.html",
"time_scraped": "2026-06-14T11:31:08Z",
"title": "Fant\u00e1stica casa con jard\u00edn",
"rating": 8.3,
"score": "Very Good",
"review_count": 18,
"location_score": 8.9,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 8.6",
"Facilities 8.6",
"Cleanliness 9.0",
"Comfort 8.9",
"Value for money 7.9",
"Location 8.9"
],
"property_highlights": [
"The entire place is yours",
"Free Wifi",
"Private kitchen"
],
"address": "Calle del General Aranaz 54, 28027 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/855933488.webp?k=e302c9d966001a17bb4cc6526297dbd09ba9e4e95ab49a76f0fef1a274a81c48&o=",
"description": "Comfortable Accommodations: Fant\u00e1stica casa con jard\u00edn in Madrid offers a holiday home with one bedroom and one bathroom. The property features a sun terrace and a garden, providing a relaxing outdoor space.\n\nModern Amenities: Guests enjoy free WiFi, air-conditioning, and a fully equipped kitchen with a refrigerator, microwave, oven, and stovetop. Additional amenities include a dining area, TV, and free toiletries.\n\nConvenient Location: Located 2.7 mi from IFEMA, 3.7 mi from Santiago Bernab\u00e9u Stadium and Adolfo Suarez Madrid-Barajas Airport, and 4.3 mi from the Prado Museum and El Retiro Park. Reception staff speak English and Spanish."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/dobo-madrid-rocio.html",
"time_scraped": "2026-06-14T11:31:38Z",
"title": "Dobo Madrid Roc\u00edo",
"rating": 8.8,
"score": "Excellent",
"review_count": 13,
"location_score": 8.5,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 8.1",
"Facilities 8.9",
"Cleanliness 9.1",
"Comfort 8.9",
"Value for money 8.5",
"Location 8.5"
],
"property_highlights": [
"Free Wifi",
"Kitchen Facilities"
],
"address": "Calle Elfo, 65, 28027 Madrid, Spain",
"main_image": "https://r-xx.bstatic.com/xdata/images/hotel/608x352/840975713.webp?k=22f3d4e903c6ff9670a65d870fc13f8e1d062cb1e35f163d0efab34dbaf96960&o=",
"description": "Comfortable Accommodations: Dobo Madrid Roc\u00edo in Madrid offers a guest house with free WiFi, air-conditioning, and private bathrooms. Each unit includes a hairdryer, coffee machine, refrigerator, microwave, shower, TV, electric kettle, kitchenware, wardrobe, and toaster.\n\nConvenient Location: Located 2.9 mi from the Thyssen-Bornemisza Museum, 2.9 mi from El Retiro Park, and 3 mi from the Prado Museum. Gran Via Metro Station is 3 mi away, Santiago Bernab\u00e9u Stadium 3.1 mi, Puerta de Atocha - Almudena Grandes Train Station 3.7 mi, Reina Sofia Museum and IFEMA 3.7 mi, Puerta del Sol 4.3 mi, Chamartin Railway Station 5 mi. Adolfo Suarez Madrid-Barajas Airport is 4.3 mi from the property."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/casa-tao-madrid.html",
"time_scraped": "2026-06-14T11:30:50Z",
"title": "Hostel 18",
"rating": 5.4,
"score": "Fair",
"review_count": 1203,
"location_score": 7.3,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": "",
"property_highlights": [
"Views",
"Good free Wifi",
"Kitchen Facilities"
],
"address": "Calle Avila 18, Tetuan, Tetuan, 28020 Madrid, Spain",
"main_image": "https://r-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",
"time_scraped": "2026-06-14T11:30:58Z",
"title": "Apartamento Wanda Ifema con Parking y Gym",
"rating": 8.7,
"score": "Excellent",
"review_count": 64,
"location_score": "",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 9.1",
"Facilities 9.1",
"Cleanliness 9.1",
"Comfort 8.9",
"Value for money 8.6",
"Location 8.7",
"Free Wifi 5.0"
],
"property_highlights": [
"The entire place is yours",
"Free private parking",
"Views",
"Free Wifi",
"Private kitchen",
"Wellness",
"Outdoor swimming pool"
],
"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/alojamiento-rocafort.html",
"time_scraped": "2026-06-14T11:31:05Z",
"title": "Salon privado",
"rating": 5.3,
"score": "Fair",
"review_count": 40,
"location_score": "",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 6.8",
"Facilities 6.3",
"Cleanliness 6.4",
"Comfort 6.1",
"Value for money 5.7",
"Location 6.3",
"Free Wifi 8.8"
],
"property_highlights": [
"Views",
"Wonderful free Wifi",
"Private kitchen"
],
"address": "Calle Riojanos 25, Puente de Vallecas, 28021 Madrid, Spain",
"main_image": "https://r-xx.bstatic.com/xdata/images/hotel/608x352/860655479.webp?k=b99464dfe77785f5e01c4efea8de4aa1b2d4bd69318190a7df0be88f958dcf93&o=",
"description": "Comfortable Accommodations: Salon privado in Madrid offers a spacious 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, and oven. 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, and Reina Sofia Museum, Salon privado is also close to El Retiro Park and the Prado Museum. Adolfo Suarez Madrid-Barajas Airport is 6.8 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/hotel/es/apartamentos-wanda-airport-ifema.html",
"https://www.booking.com/hotel/es/hospedaje-nueva-numancia.html",
"https://www.booking.com/hotel/es/madrid-deluxe.html",
],
"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/hotel/es/apartamentos-wanda-airport-ifema.html",
"https://www.booking.com/hotel/es/hospedaje-nueva-numancia.html",
"https://www.booking.com/hotel/es/madrid-deluxe.html",
],
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/hotel/es/apartamentos-wanda-airport-ifema.html",
"https://www.booking.com/hotel/es/hospedaje-nueva-numancia.html",
"https://www.booking.com/hotel/es/madrid-deluxe.html",
],
"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 - stay pages 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