Booking Scraper

Scrape Booking and collect hotel & travel information. Extract data on: hotels, flights, car rentals, attractions, pricing, reviews, ratings, and more.

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Use Bright Data’s Web Scraper IDE,
or purchase an Booking dataset

  • Scrape Booking to optimize your pricing strategy
  • Identify top destination locations
  • Stay ahead of new promotions
  • Collect data to track consumer sentiment

Booking Scraper Overview

  • Data scraping with no infrastructure needed
  • Integrates with our industry-leading proxy networks
  • Exclusive site unlocking technology
  • Adapts with time: when Booking changes its site structure Bright Data updates the code
  • Scale quickly – gather as much data as you need quickly and reliably
  • Bright Data is fully compliant with all relevant data protection legal requirements, including GDPR and CCPA.
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Booking hotels

Sample Input
url
https://www.booking.com/hotel/us/howard-johnson-cedar-rapids.html
Sample Output
                
                    {
    "category": "Resorts ",
    "country": "United States of America",
    "state": "California",
    "city": "San Diego",
    "hotel_name": "Resort\nHotel del Coronado, Curio Collection by Hilton",
    "address": "1500 Orange Avenue, Coronado, San Diego, CA 92118, United States of America",
    "reviews_num": "595",
    "reviews_rating": "",
    "hotel_rating": "9.0",
    "top_feature": "Top-rated beach nearby",
    "images": [
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/193512091.jpg?k=a9aa58a2d868917a0acbc52d154318625de13ee1a5b858bae2b3cd3131cb5184\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110326981.jpg?k=91cf0a6fa8ab0e859fdc6d5ccd4a23d2a3e2f801452bbec4917a14dbf93f5dea\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/134228967.jpg?k=9253326c22ac4ba8d06df8c22e90930342b3f4e57852b785dbd567173f3fe3fa\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110327365.jpg?k=7ec94863f7cd62be7a4464dd0f74b922ad8d2e2dce8c0538e32fcd48aba5609e\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110327535.jpg?k=d75ccc1a8f9752fdd583ca794949cc53a428f48d1b3813787f05733db3cf5a38\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110327613.jpg?k=cacb864ef87f83171e6bd3f4ec9e14ff3db87fea0fab3754da1454c908010867\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/60821168.jpg?k=03932c9d5344c64b82994ab109aec8ede73962631ffb323ccd05d09ec2ed41d0\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110326929.jpg?k=a250f3f3ff58ac064ae316aa4cdd1d641ec3f00bc151b96bf57e7a690d1e8f80\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110328803.jpg?k=0681fb497f08fcfbc173c9b195822c6da2fa8d994c14fc122f9411ac0c731069\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/111374073.jpg?k=c3126786481503a7931a997704d01f92edba3f167829d34fbde184068a86324e\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/111896280.jpg?k=cdeb93d9f05428c9614c65626405d934d8bc7846fdeaacb8ce9ee119cce9a3f0\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110328897.jpg?k=633a0b86dc669d8b29efc584f67a044180981bed54f6f58b5d6af1fad62e3245\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/132567017.jpg?k=5c3ca561968aefcefc523e51787f72ca087a0175f3c4853c01bec3c6eb31e601\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110329537.jpg?k=7899f092c3b5c5cd0d54a89a7958c435c8ea03d413f739bf03a1e6a5a18eaf65\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/132566442.jpg?k=ff5e3849de5d1e982d8db309d28ea9d35ce7f03a83f15cf33016e084138d806d\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/111360990.jpg?k=b858f1ad55ff73cac198754f5fc654447d9287783fa3f8e461d5cc5328ae7d4b\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/132692070.jpg?k=180de0a1321c82b884b6a35bbe4aa9ed5fc0aec422c143dffafa7a00e12bcc67\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/132567304.jpg?k=64241bb4d5e6e27528b32b7daa9b4d02c1d2ead742ddfca82ff52841803793c9\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/132567117.jpg?k=d7c1b44c061f977658d56450491637951f18c9d1793aab2fc511f72f3f6692a9\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/132566468.jpg?k=ae661cdcdd9b27f0c11aba90a2683fa2391f8ba3e31246db275f28b626775ee9\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/111096858.jpg?k=cd937d90d9c19e09040ec47bb50a3771485c6ed5d75348be1cc4aef58ac5062a\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/111096856.jpg?k=8d9f3e2e90dd07ae42b9b6c003569e59058120f28b74d28ab254c853b457a467\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/111096335.jpg?k=713c9e785b8a584675752be25caebf5b3329981c43b43f517e6363dee8757ca0\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/134228969.jpg?k=c814cfb7913646a945bd1ee8a1591cc397e57f9c12506a06bc587662ed8ababa\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/134228972.jpg?k=3fc4a2f10b152ab1fd43e93646cec9d60f7848eb4d462b08bd8583e59fe810a2\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110327657.jpg?k=d41e5f184f512a58385011109ac16dbb0f67bf3e59f4493cb5a59544c90e5ecf\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110327583.jpg?k=666d5796b39c2e3bd18d8144cee01c43c5f759d1e3cee45b86ad3f4548d41360\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/72822762.jpg?k=8587d5a6525e5bc4b0c466d8de49729428d56c92d37b77e772071b0c3462104b\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110327506.jpg?k=a942797976574c45f312efeca23a129147c70f175f0a02015f422170da72784f\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/314137718.jpg?k=34e3fd92b9f395ad995fe5941dbe4114aa8f28455aeefeefbc01953dd3c57b6f\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/110327633.jpg?k=d9bac402235c35c0c68b99e3c4a9722c94d62375ef00506c123e19b3350634fb\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/313619770.jpg?k=f5182c31f09c2fa168e0611f340012974ccfd07bcac210241ff3d333eab5a3c5\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/313616773.jpg?k=ed7f6a005f75120c094ebe398b5122de02b8b0cc07dcd94d6d5e45cd16877698\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/313616914.jpg?k=ea950c765db60f91a9a4f25c19bbad4fead4b155fd06f44d3d94af04eb53354a\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/314113019.jpg?k=06f0b3bea583972eb6b18e500ab3db4f54f74af3e7f9fc0a6214758e26debea0\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/313137449.jpg?k=d336e0f3d5ad2ff7ca32d9d06797c43d36132d084e4ed32a26facf761fde64db\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/313616383.jpg?k=f4b1887f9d8ab130d8d8e74c472b74a4f2a9e2a763a4c940c0cf5f3d49cc75a7\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/314148618.jpg?k=7b71c71f103274cdb80852f23bf3c55b114ff2135250a09ac63e5ca5d9b6dfb1\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/314292645.jpg?k=228910f24ff16deabb5b4677ec650524ca42e4ae6e0645e36a4d93163bd99e13\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/314149373.jpg?k=9051c4368c13388fda53829b12df1af930fffb894b81fcfa13ad2d86221b0f01\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/313616472.jpg?k=731b1f56a28a1bc0d1fb7c15b884c1b24280520a1868119c009f6585c087bb5b\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/314307014.jpg?k=63e1e99ae48a574db30b4488cc8a3a52c94afc199d73f6d80df3d997a45b6c21\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/314297534.jpg?k=799031c2adee537289d2e7601e1ae60bd9a073762d20c6f9959c53dd017bc2cf\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/314301704.jpg?k=8aeb0f17fdb2cac860b53882824dd28cdeb98fb7254f31b92518bc721a7a648a\u0026o=\u0026hp=1",
        "https:\/\/t-cf.bstatic.com\/xdata\/images\/hotel\/max1024x768\/314299456.jpg?k=8ace0522639dfbb78ec988b161be3640818f06ab342182a946c9d39b55a5a914\u0026o=\u0026hp=1"
    ],
    "description": "This historic hotel is ideally situated along California\u0027s Pacific coastline and boasts luxurious accommodations, first-class amenities and exceptional service, in a charming Victorian-style atmosphere. Originally built in 1888, the Hotel del Coronado provides guests with a number of modern luxuries. Plan the day with the concierge staff, enjoy a swim in the spacious outdoor pool, or relax with a beach-side massage. Set along the sands of the famous Hotel del Coronado, Del Beach offers a full day of reserved seaside seating. Guests can enjoy bar-to-beach service that includes a delectable food and drink menu. A conference centre is available for business guests. The Hotel del Coronado is conveniently located close to many area attractions. With its beachfront location, guests can enjoy a variety of water sports. San Diego International Airport is a 25 minute drive away from the hotel. The San Diego Convention Center is a 15 minute drive away. ",
    "top_facilities": [],
    "rooms": [
        {
            "room_type": "Victorian Partial Ocean View 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Victorian Ocean View 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Victorian Ocean View Studio Ste 1 King",
            "room_beds": "1 king bed and 1 sofa bed"
        },
        {
            "room_type": "Victorian 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Victorian Suite 1 King",
            "room_beds": "Bedroom 1  1 king bed Living room  1 sofa bed"
        },
        {
            "room_type": "Victorian Studio Suite 1 King",
            "room_beds": "1 king bed and 1 sofa bed"
        },
        {
            "room_type": "Victorian 1 Queen",
            "room_beds": "1 queen bed"
        },
        {
            "room_type": "Victorian Partial Ocean View 2 Queens",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Victorian Ocean View 2 Queens",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Victorian Ocean View Studio Ste 2 Queens",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Victorian 2 Queens",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Victorian Studio Suite 2 Queens",
            "room_beds": "1 sofa bed and 2 queen beds"
        },
        {
            "room_type": "Victorian Signature Suite",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Cabana Oceanfront 1 King",
            "room_beds": "1 king bed and 1 sofa bed"
        },
        {
            "room_type": "Cabana Pool View 2 Queens",
            "room_beds": "1 king bed and 1 sofa bed"
        },
        {
            "room_type": "Queen Cabana with Two Queen Beds and Pool View",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Cabana Oceanfront Terrace Fire Pit 2 Queens",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Cabana 2 Queens Hearing Access",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Cabana Poolside Terrace 2 Queens",
            "room_beds": "1 queen bed"
        },
        {
            "room_type": "Cabana Oceanfront Terrace Fire Pit 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Cabana Property Development View Terrace Fire Pit 2 Queens",
            "room_beds": "1 queen bed"
        },
        {
            "room_type": "Cabana Pool View 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Cabana Property Development View 2 Queens",
            "room_beds": "1 queen bed"
        },
        {
            "room_type": "Cabana Oceanfront Terrace Fire Pit 2 Queens Hearing Access",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Views Property Development View 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Views Property Development Terrace Fire Pit 2 Queens Hearing Access",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Views Oceanfront 2 Queens",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Views Ocean View 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Views Beachside Terrace Fire Pit 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Victorian 1 King Mobility\/Hearing Access Roll-in Shower",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Views Ocean View 2 Queens",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Views Ocean View Suite 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Views Property Development View 1 King Hearing Access",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Victorian 1 King Mobility\/Hearing Access Tub",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Views 2 Queens Mobility Access Tub",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Victorian 2 Bedroom Crown Suite",
            "room_beds": "2 king beds"
        },
        {
            "room_type": "Views Property Development View Terrace Fire Pit 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Views Property Development View 2 Queens",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Views Property Development View Terrace Fire Pit 2 Queens",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Views Oceanfront 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Views Oceanfront 2 Queens Hearing Access",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Views 2 Queens Hearing Access",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Views Beachside Terrace Fire Pit 2 Queens",
            "room_beds": "2 queen beds"
        },
        {
            "room_type": "Views Obstructed Property Development View 1 King",
            "room_beds": "1 king bed"
        },
        {
            "room_type": "Victorian 2 Bedroom Suite",
            "room_beds": "2 king beds"
        },
        {
            "room_type": "Views Obstructed Property Development View 2 Queens",
            "room_beds": "2 queen beds"
        }
    ],
    "facilities": []
}                
              

Business Use Cases with Booking Scraper:

  • Compare real-time prices on flights, hotels, car rentals, airport taxis, attractions, etc. and develop an optimized pricing strategy
  • Predict price adjustments, sales and special deals by location, date, and other Booking parameters
  • Track ratings, price history, amenities, availability, and any public parameters published by Booking for flights, hotels, cars, packages, and more
  • Get alerted to changes, as well as new deals & promotions in real-time
  • Figure out the next big trends in travel and hospitality by collecting data from Booking on what’s trending
  • Track changes in ratings, price history, amenities, availability, and any public parameters published by travel industry

 

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How to develop a web scraper

STEP 1

Choose from ready-made code templates or start from scratch

STEP 2

Develop and customize your scraper using Bright Data’s ready-made scraping functions
Develop and customize your scraper

STEP 3

Choose when to get the data: In real-time or batches
Choose when to get the data

STEP 4

Choose the file format and where to send the data
Choose format and where to send the data

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