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/casa-tao-madrid.html | 2026-11-09T08:54:00Z | Hostel 18 | 5.3 | Fair | 1165 | 7.2 | 0 | Location, 7.2, Average rating out of 10Location 7.2 Cleanliness, 6.1, Average rating out of 10Cleanliness 6.1 Value for money, 6.4, Average rating out of 10Value for money 6.4 Facilities, 5.9, Average rating out of 10Facilities 5.9 Comfort, 5.8, Average rating out of 10Comfort 5.8 Staff, 5.9, Average rating out of 10Staff 5.9 Free Wifi, 6.9, Average rating out of 10Free Wifi 6.9 | Free Wifi Free Wifi Kitchen facilities Dining table, Refrigerator, Microwave, Dining area | Calle Avila 18, Tetuan, Tetuan, 28020 Madrid, Spain | https://r-xx.bstatic.com/xdata/images/hotel/1200x630/348144180.jpg?k=ac2887cb047be93f3ac806eb95fe4aff3b63f311d21d031bbe67b1b04b597a0c&o= | Comfortable Accommodations: Hostel 18 in Madrid offers free WiFi, air-conditioning, and city views. Each room includes a work desk, walk-in shower, and shared bathroom. Convenient Facilities: Guests benefit from a 24-hour front desk, express check-in and check-out services, and a dining area with a table and kitchenware. Prime Location: Located less than 0.6 mi from Santiago Bernabéu Stadium, the hostel is close to Chamartin Railway Station (2.1 mi) and Gran Via (2.5 mi). Adolfo Suarez Madrid-Barajas Airport is 9.3 mi away. Nearby Attractions: Explore the Temple of Debod, Thyssen-Bornemisza Museum, and Plaza Mayor within 3.1 mi. | ||
| https://www.booking.com/hotel/es/toc-hostel-madrid.html | 2026-11-09T08:54:35Z | Toc Hostel Madrid | 8.7 | Excellent | 6223 | 9.7 | 1 | Location, 9.7, Average rating out of 10Location 9.7 Cleanliness, 8.8, Average rating out of 10Cleanliness 8.8 Value for money, 8.9, Average rating out of 10Value for money 8.9 Facilities, 8.8, Average rating out of 10Facilities 8.8 Comfort, 8.8, Average rating out of 10Comfort 8.8 Staff, 9.2, Average rating out of 10Staff 9.2 Free Wifi, 9.0, Average rating out of 10Free Wifi 9.0 | Excellent free Wifi Rated 9.0 by guests Excellent breakfast Continental Parking Parking garage Accessibility Wheelchair accessible, Toilet with grab rails | Plaza de Celenque, 3 , Madrid City Center, 28013 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/1200x630/583303729.jpg?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 | 2026-11-09T08:54:57Z | Dobo Madrid Rocío | 7.9 | Good | 25 | 8.7 | 0 | Location, 8.7, Average rating out of 10Location 8.7 Cleanliness, 8.7, Average rating out of 10Cleanliness 8.7 Value for money, 7.6, Average rating out of 10Value for money 7.6 Facilities, 8.1, Average rating out of 10Facilities 8.1 Comfort, 8.3, Average rating out of 10Comfort 8.3 Staff, 7.9, Average rating out of 10Staff 7.9 | Free Wifi Free Wifi Kitchen facilities Coffee machine, Electric kettle, Refrigerator, Microwave | Calle Elfo, 65, Ciudad Lineal, 28027 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/1200x630/840975713.jpg?k=22f3d4e903c6ff9670a65d870fc13f8e1d062cb1e35f163d0efab34dbaf96960&o= | Comfortable Accommodations: Dobo Madrid Rocío in Madrid offers a guest house with free WiFi, air-conditioning, and private bathrooms. Each ground-floor 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, 3.1 mi from Santiago Bernabéu Stadium and Gran Via, and 3.7 mi from Plaza Mayor, IFEMA, Mercado San Miguel, Puerta del Sol, Royal Palace of Madrid, Temple of Debod, and Paseo del Prado. Adolfo Suarez Madrid-Barajas Airport is 4.3 mi away. | ||
| https://www.booking.com/hotel/es/ola-living-chamartin-studios.html | 2026-11-09T08:55:02Z | Ola Living Chamartín Studios | 8.9 | Excellent | 1299 | 9.2 | 0 | Location, 9.2, Average rating out of 10Location 9.2 Cleanliness, 9.3, Average rating out of 10Cleanliness 9.3 Value for money, 8.5, Average rating out of 10Value for money 8.5 Facilities, 9.1, Average rating out of 10Facilities 9.1 Comfort, 9.3, Average rating out of 10Comfort 9.3 Staff, 8.7, Average rating out of 10Staff 8.7 Free Wifi, 8.9, Average rating out of 10Free Wifi 8.9 | Wonderful free Wifi Rated 8.9 by guests Kitchen facilities Coffee machine, Electric kettle, Refrigerator, Microwave | Calle de Mauricio Ravel, 3, Chamartín, 28046 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/1200x630/648903478.jpg?k=daf496ae316e768743eff526f015bfc2ab62aac124ffe58b2e87c67ccf1d7ae1&o= | Comfortable Accommodations: Ola Living Chamartín Studios in Madrid offers bed and breakfast accommodations with free WiFi, air-conditioning, and private bathrooms. Each room includes a hairdryer, coffee machine, refrigerator, microwave, shower, TV, electric kettle, and toaster. Convenient Facilities: Guests can enjoy luggage storage and a kitchenette, providing added comfort and functionality. The reception staff speak English, Spanish, and French, ensuring smooth communication. Prime Location: Located 6 minutes from Chamartin Railway Station, the property is close to Santiago Bernabéu Stadium (1.8 mi), Thyssen-Bornemisza Museum (4.3 mi), and Gran Via (4.3 mi). Adolfo Suarez Madrid-Barajas Airport is 8.1 mi away. | ||
| https://www.booking.com/hotel/es/hostal-maria-ronda.html | 2026-11-09T08:54:05Z | Hostal Maria Ronda | 8.8 | Excellent | 1353 | 0 | Location, 8.8, Average rating out of 10Location 8.8 Cleanliness, 9.3, Average rating out of 10Cleanliness 9.3 Value for money, 8.6, Average rating out of 10Value for money 8.6 Facilities, 8.9, Average rating out of 10Facilities 8.9 Comfort, 9.1, Average rating out of 10Comfort 9.1 Staff, 9.5, Average rating out of 10Staff 9.5 Free Wifi, 8.3, Average rating out of 10Free Wifi 8.3 | Wonderful free Wifi Rated 8.3 by guests | Batalla de Torrijos, 26, Carabanchel, 28025 Madrid, Spain | https://q-xx.bstatic.com/xdata/images/hotel/1200x630/874415863.jpg?k=54c7ba09b2c2a89692a6cd1f478f3e344cc7c759c9ce95e238967266dfb6ea5b&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",
"time_scraped": "2026-11-09T08:54:00Z",
"title": "Hostel 18",
"rating": 5.3,
"score": "Fair",
"review_count": 1165,
"location_score": 7.2,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Location, 7.2, Average rating out of 10Location 7.2",
"Cleanliness, 6.1, Average rating out of 10Cleanliness 6.1",
"Value for money, 6.4, Average rating out of 10Value for money 6.4",
"Facilities, 5.9, Average rating out of 10Facilities 5.9",
"Comfort, 5.8, Average rating out of 10Comfort 5.8",
"Staff, 5.9, Average rating out of 10Staff 5.9",
"Free Wifi, 6.9, Average rating out of 10Free Wifi 6.9"
],
"property_highlights": [
"Free Wifi",
"Free Wifi",
"Kitchen facilities",
"Dining table, Refrigerator, Microwave, Dining area"
],
"address": "Calle Avila 18, Tetuan, Tetuan, 28020 Madrid, Spain",
"main_image": "https://r-xx.bstatic.com/xdata/images/hotel/1200x630/348144180.jpg?k=ac2887cb047be93f3ac806eb95fe4aff3b63f311d21d031bbe67b1b04b597a0c&o=",
"description": "Comfortable Accommodations: Hostel 18 in Madrid offers free WiFi, air-conditioning, and city views. Each room includes a work desk, walk-in shower, and shared bathroom.\n\nConvenient Facilities: Guests benefit from a 24-hour front desk, express check-in and check-out services, and a dining area with a table and kitchenware.\n\nPrime Location: Located less than 0.6 mi from Santiago Bernab\u00e9u Stadium, the hostel is close to Chamartin Railway Station (2.1 mi) and Gran Via (2.5 mi). Adolfo Suarez Madrid-Barajas Airport is 9.3 mi away.\n\nNearby Attractions: Explore the Temple of Debod, Thyssen-Bornemisza Museum, and Plaza Mayor within 3.1 mi."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/toc-hostel-madrid.html",
"time_scraped": "2026-11-09T08:54:35Z",
"title": "Toc Hostel Madrid",
"rating": 8.7,
"score": "Excellent",
"review_count": 6223,
"location_score": 9.7,
"preferred-badge": 1,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Location, 9.7, Average rating out of 10Location 9.7",
"Cleanliness, 8.8, Average rating out of 10Cleanliness 8.8",
"Value for money, 8.9, Average rating out of 10Value for money 8.9",
"Facilities, 8.8, Average rating out of 10Facilities 8.8",
"Comfort, 8.8, Average rating out of 10Comfort 8.8",
"Staff, 9.2, Average rating out of 10Staff 9.2",
"Free Wifi, 9.0, Average rating out of 10Free Wifi 9.0"
],
"property_highlights": [
"Excellent free Wifi",
"Rated 9.0 by guests",
"Excellent breakfast",
"Continental",
"Parking",
"Parking garage",
"Accessibility",
"Wheelchair accessible, Toilet with grab rails"
],
"address": "Plaza de Celenque, 3 , Madrid City Center, 28013 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/1200x630/583303729.jpg?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",
"time_scraped": "2026-11-09T08:54:57Z",
"title": "Dobo Madrid Roc\u00edo",
"rating": 7.9,
"score": "Good",
"review_count": 25,
"location_score": 8.7,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Location, 8.7, Average rating out of 10Location 8.7",
"Cleanliness, 8.7, Average rating out of 10Cleanliness 8.7",
"Value for money, 7.6, Average rating out of 10Value for money 7.6",
"Facilities, 8.1, Average rating out of 10Facilities 8.1",
"Comfort, 8.3, Average rating out of 10Comfort 8.3",
"Staff, 7.9, Average rating out of 10Staff 7.9"
],
"property_highlights": [
"Free Wifi",
"Free Wifi",
"Kitchen facilities",
"Coffee machine, Electric kettle, Refrigerator, Microwave"
],
"address": "Calle Elfo, 65, Ciudad Lineal, 28027 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/1200x630/840975713.jpg?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 ground-floor 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, 3.1 mi from Santiago Bernab\u00e9u Stadium and Gran Via, and 3.7 mi from Plaza Mayor, IFEMA, Mercado San Miguel, Puerta del Sol, Royal Palace of Madrid, Temple of Debod, and Paseo del Prado. Adolfo Suarez Madrid-Barajas Airport is 4.3 mi away."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/ola-living-chamartin-studios.html",
"time_scraped": "2026-11-09T08:55:02Z",
"title": "Ola Living Chamart\u00edn Studios",
"rating": 8.9,
"score": "Excellent",
"review_count": 1299,
"location_score": 9.2,
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Location, 9.2, Average rating out of 10Location 9.2",
"Cleanliness, 9.3, Average rating out of 10Cleanliness 9.3",
"Value for money, 8.5, Average rating out of 10Value for money 8.5",
"Facilities, 9.1, Average rating out of 10Facilities 9.1",
"Comfort, 9.3, Average rating out of 10Comfort 9.3",
"Staff, 8.7, Average rating out of 10Staff 8.7",
"Free Wifi, 8.9, Average rating out of 10Free Wifi 8.9"
],
"property_highlights": [
"Wonderful free Wifi",
"Rated 8.9 by guests",
"Kitchen facilities",
"Coffee machine, Electric kettle, Refrigerator, Microwave"
],
"address": "Calle de Mauricio Ravel, 3, Chamart\u00edn, 28046 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/1200x630/648903478.jpg?k=daf496ae316e768743eff526f015bfc2ab62aac124ffe58b2e87c67ccf1d7ae1&o=",
"description": "Comfortable Accommodations: Ola Living Chamart\u00edn Studios in Madrid offers bed and breakfast accommodations with free WiFi, air-conditioning, and private bathrooms. Each room includes a hairdryer, coffee machine, refrigerator, microwave, shower, TV, electric kettle, and toaster.\n\nConvenient Facilities: Guests can enjoy luggage storage and a kitchenette, providing added comfort and functionality. The reception staff speak English, Spanish, and French, ensuring smooth communication.\n\nPrime Location: Located 6 minutes from Chamartin Railway Station, the property is close to Santiago Bernab\u00e9u Stadium (1.8 mi), Thyssen-Bornemisza Museum (4.3 mi), and Gran Via (4.3 mi). Adolfo Suarez Madrid-Barajas Airport is 8.1 mi away."
}
{
"web_scraper_start_url": "https://www.booking.com/hotel/es/hostal-maria-ronda.html",
"time_scraped": "2026-11-09T08:54:05Z",
"title": "Hostal Maria Ronda",
"rating": 8.8,
"score": "Excellent",
"review_count": 1353,
"location_score": "",
"preferred-badge": 0,
"star_rating": "",
"squares_rating": "",
"score_by_category": [
"Location, 8.8, Average rating out of 10Location 8.8",
"Cleanliness, 9.3, Average rating out of 10Cleanliness 9.3",
"Value for money, 8.6, Average rating out of 10Value for money 8.6",
"Facilities, 8.9, Average rating out of 10Facilities 8.9",
"Comfort, 9.1, Average rating out of 10Comfort 9.1",
"Staff, 9.5, Average rating out of 10Staff 9.5",
"Free Wifi, 8.3, Average rating out of 10Free Wifi 8.3"
],
"property_highlights": [
"Wonderful free Wifi",
"Rated 8.3 by guests"
],
"address": "Batalla de Torrijos, 26, Carabanchel, 28025 Madrid, Spain",
"main_image": "https://q-xx.bstatic.com/xdata/images/hotel/1200x630/874415863.jpg?k=54c7ba09b2c2a89692a6cd1f478f3e344cc7c759c9ce95e238967266dfb6ea5b&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.
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