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 (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 | 5.5 | Fair | 1206 | 7.3 | 0 | Staff 6.2 Facilities 6.0 Cleanliness 6.3 Comfort 6.1 Value for money 6.6 Location 7.3 Free Wifi 6.9 | Views 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/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 Free Wifi Private kitchen | Calle del General Aranaz 54, 28027 Madrid, Spain | https://r-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/room007-ventura-hostel.html | Room Ventura | 8.3 | Very Good | 5871 | 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 8.8 | Excellent breakfast Parking Wonderful free Wifi | Ventura de la Vega, 5, Madrid City Center, 28014 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/608x352/695433522.webp?k=91f35c46af7949a0c02f5b73ebf066e45e96f66b1a4eed30b3e37dd4b090db26&o= | Located just 1312 feet from Puerta del Sol, Room Ventura 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 | 8.6 | Excellent | 4944 | 9.7 | 1 | Staff 9.1 Facilities 8.7 Cleanliness 8.7 Comfort 8.7 Value for money 8.8 Location 9.7 Free Wifi 9.2 | Excellent breakfast Parking Views Excellent free Wifi Accessibility Shuttle service | Plaza de Celenque, 3 , Madrid City Center, 28013 Madrid, Spain | https://r-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/dobo-madrid-rocio.html | Dobo Madrid Rocío | 9.9 | Exceptional | 7 | 10 | 0 | Staff 9.6 Facilities 10 Cleanliness 10 Comfort 9.6 Value for money 10 Location 10 | Free Wifi Kitchen Facilities | Calle Elfo, 65, 28027 Madrid, Spain | https://q-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. |
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/casa-tao-madrid.html",
"title": "Hostel 18",
"rating": 5.5,
"score": "Fair",
"review_count": 1206,
"location_score": 7.3,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 6.2",
"Facilities 6.0",
"Cleanliness 6.3",
"Comfort 6.1",
"Value for money 6.6",
"Location 7.3",
"Free Wifi 6.9"
],
"property_highlights": [
"Views",
"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/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",
"Free Wifi",
"Private kitchen"
],
"address": "Calle del General Aranaz 54, 28027 Madrid, Spain",
"main_image": "https://r-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/room007-ventura-hostel.html",
"title": "Room Ventura",
"rating": 8.3,
"score": "Very Good",
"review_count": 5871,
"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 8.8"
],
"property_highlights": [
"Excellent breakfast",
"Parking",
"Wonderful free Wifi"
],
"address": "Ventura de la Vega, 5, Madrid City Center, 28014 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/608x352/695433522.webp?k=91f35c46af7949a0c02f5b73ebf066e45e96f66b1a4eed30b3e37dd4b090db26&o=",
"description": "Located just 1312 feet from Puerta del Sol, Room Ventura 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": 8.6,
"score": "Excellent",
"review_count": 4944,
"location_score": 9.7,
"preferred-badge": 1,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 9.1",
"Facilities 8.7",
"Cleanliness 8.7",
"Comfort 8.7",
"Value for money 8.8",
"Location 9.7",
"Free Wifi 9.2"
],
"property_highlights": [
"Excellent breakfast",
"Parking",
"Views",
"Excellent free Wifi",
"Accessibility",
"Shuttle service"
],
"address": "Plaza de Celenque, 3 , Madrid City Center, 28013 Madrid, Spain",
"main_image": "https://r-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/dobo-madrid-rocio.html",
"title": "Dobo Madrid Roc\u00edo",
"rating": 9.9,
"score": "Exceptional",
"review_count": 7,
"location_score": 10,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Staff 9.6",
"Facilities 10",
"Cleanliness 10",
"Comfort 9.6",
"Value for money 10",
"Location 10"
],
"property_highlights": [
"Free Wifi",
"Kitchen Facilities"
],
"address": "Calle Elfo, 65, 28027 Madrid, Spain",
"main_image": "https://q-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."
}
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