The 10 Best Booking.com Scrapers of 2026

Booking.com carries more than 31 million reported listings, according to Booking Holdings. Listings show live prices, room types, availability, and guest reviews. A Booking.com scraper turns those pages into clean, structured records. Revenue managers, travel startups, and analysts use that data to track rates and benchmark competitors.

Booking.com does not make this easy. We tested it in October 2026. A plain HTTP request to a hotel page returned an AWS WAF challenge instead of hotel data. Prices also change with dates, guests, and the visitor’s country. The right tool handles the blocking and the parameters for you.

This guide ranks the 10 best Booking.com scrapers of 2026. Every tool on the list has its own Booking.com product.

In this guide, you will learn:

• What a Booking.com scraper does and why Booking.com is hard to scrape.
• How the 10 tools compare on data depth, unblocking, delivery, and price.
• How to pull a Booking.com hotel in one command with the Bright Data CLI.
• When Booking.com’s official Demand API is the better fit.

TL;DR: Best Booking.com Scrapers at a Glance

Short on time? Here is the ranked shortlist with verified pricing and review scores.

Tool	Best For	Type	Free Tier	Starting Price	Rating
Bright Data	overall	Scraper API + datasets	5K records/mo	From $1.10/1K records	G2 4.7/5
Apify	no-code actor	Actor marketplace	$5 credit/mo	From $2/1K results	G2 4.7/5
HasData	dedicated hotel-search API	Booking API + no-code	1,000 credits/mo	From $49/mo (annual)	G2 4.7/5
Crawlbase	for geo-local prices	Crawling API + parsers	Up to 5,000 requests	Pay-as-you-go, no monthly fee	G2 4.3/5
Outscraper	pay-as-you-go value	Cloud app + API	First 500 listings	$2/1K, then $1/1K after 5K	Trustpilot 4.6/5
Oxylabs	for bulk enterprise jobs	Web Scraper API	Trial: 2,000 results	From $49/mo	G2 4.5/5
Decodo	multi-OTA coverage	Web Scraping API	2K requests/mo	From $19/mo	G2 4.6/5
Octoparse	point-and-click template	No-code template	Free plan (template needs Standard)	From $69/mo (annual)	G2 4.8/5
ScrapingBee	AI extraction rules	Scraping API	1,000 credits (one-time)	From $49/mo	G2 4.8/5
ScraperAPI	for scheduled pipelines	Scraping API	7-day trial (5K credits)	From $49/mo	G2 4.3/5

What Is a Booking.com Scraper?

A Booking.com scraper is a tool that extracts public data from Booking.com pages. It pulls hotel names, addresses, coordinates, star ratings, review scores, room types, prices, and amenities. Some tools are APIs that return parsed JSON. Others are no-code apps or templates you run from a dashboard. Either way, you get structured rows instead of raw HTML.

Teams use the data for many jobs. Hotels monitor competitor rates and rate parity across channels. Investors and analysts size short-term rental markets city by city. Product teams mine guest reviews for sentiment. Travel apps feed live inventory into comparison and planning tools. For more ideas, see our list of web scraping project ideas.

How We Evaluated These Tools

We started from every vendor that ranks for Booking.com scraping. We checked each one on its own website in October 2026. A tool only made the list if it has a live, Booking-specific product: a dedicated endpoint, parser, actor, or template. Zyte, ZenRows, Scrapfly, Nimble, Scrapingdog, ScrapeHero, and Scrape.do were excluded because none offered one at the time. Piloterr was excluded because its Booking endpoints are private and require approval. We then scored the remaining tools on six factors.

• Data depth: hotel details, room-level prices, availability, and reviews.
• Unblocking: handling Booking.com’s JavaScript challenges without manual CAPTCHA solving.
• Parameters: support for dates, guests, currency, and country, since all of them change the price.
• Delivery: JSON, CSV, or Excel, by API, webhook, or cloud storage.
• Price per result: the real cost per 1,000 records, not just the plan headline.
• Review scores: read directly on G2 or Trustpilot, with the review count shown.

What Makes Booking.com Hard to Scrape?

Four problems break most home-built Booking.com scrapers. Each tool below solves some or all of them.

AWS WAF JavaScript challenges

Booking.com sits behind an AWS WAF bot challenge. We requested a hotel page with a plain HTTP client in October 2026. Booking.com answered with HTTP 202 and a challenge page that loads challenge.js, with no hotel data. A Chrome user agent string made no difference. A scraper needs a real browser fingerprint and clean IPs to get through.

Prices that depend on dates, guests, and location

A Booking.com hotel has no single price. The rate depends on check-in and check-out dates, the number of guests, the currency, and the visitor’s country. Apify’s documentation notes that detailed room pricing needs check-in and check-out dates. Crawlbase routes requests through local residential IPs so each country sees its own prices and currency. Your scraper must pass these parameters, or the data will not match what a real traveler sees.

A 1,000-result cap per search

Booking.com displays at most 1,000 results for any single search, as Apify’s Booking actor documentation states. Large cities hold far more properties than that. To cover a whole market, split searches by district, price band, or star rating, then deduplicate by hotel ID.

JavaScript-rendered pages

Much of the page content loads through JavaScript. Decodo tells users to enable JavaScript rendering for Booking.com, and that raises the per-request price on most APIs. Our guide on how to scrape Booking.com with Python shows what that looks like in code.

The 10 Best Booking.com Scrapers in 2026

1. Bright Data

Bright Data is the best Booking.com scraper overall. It offers five ready-made Booking scrapers in one Scraper API. They cover hotel listings, listings search, hotel listings with pricing, pricing by search input, and reviews. Fields include hotel ID, title, location, dates, rooms, guests, and price. Star rating, guest rating, review count, amenities, and images come too. One API call accepts up to 5,000 target URLs. Proxies, unblocking, browsers, and retries are built in, and you pay only for successful records. You can call it from Python and Node.js SDKs, the CLI, the MCP server, or any HTTP client. Need history instead of live calls? Booking.com datasets hold 5.7M+ ready-made records.

Key details:

• Best for: reliable, large-scale Booking.com data from hotel pages, searches, and reviews.
• Scrapers: Hotel Listings, Listings Search, Hotel Listings with Pricing, pricing by search input, and Reviews.
• Access: REST API, Python and Node.js SDKs, the Bright Data CLI, and the Booking MCP server.
• Delivery: JSON, NDJSON, or CSV via API, webhook, or cloud storage.
• Free tier: 5,000 records per month, no credit card required.
• Pricing: $1.50 per 1,000 records pay-as-you-go, $1.30 at 500K records a month, and $1.10 at 1M. Code APIS25 takes 25% off for three months.

Pros:

• Five dedicated Booking scrapers, including reviews and date-based pricing.
• Record price includes proxies, unblocking, and parsing, with no charge for failed deliveries.
• Same data via API, CLI, MCP server, or ready-made datasets.

Cons:

• Feature depth comes with a short learning curve.
• Results arrive asynchronously, so a single hotel takes longer than one synchronous call.

⭐ Review score: G2 4.7/5 (345 reviews)

2. Apify

Apify is a marketplace of ready-to-run scrapers called Actors. Its Booking Scraper actor is maintained by Apify itself. You crawl by keyword or URL. You get hotel names, addresses, check-in times, room availability, room prices, ratings, stars, and images. A paid add-on returns hotel surroundings and detailed room offerings. Reviews need a separate Booking Reviews Scraper actor. You can run it without code in the Apify Console, or call it through the API. It suits teams that want a managed actor with scheduling and integrations.

Key details:

• Best for: no-code Booking.com runs with scheduling.
• Coverage: hotels, rooms, room prices, availability, ratings, and images.
• Delivery: JSON, CSV, Excel, HTML, or XML, plus Zapier, Make, Google Sheets, and webhooks.
• Free tier: $5 in monthly platform credit, no card. At $5 per 1,000 results, that covers about 1,000 results.
• Pricing: $5 per 1,000 results on Free, $3.90 on Starter ($19/month), and $2 on Business ($999/month).

Pros:

• Apify-maintained actor with deep room and price data.
• Optional add-on for surroundings and detailed room offerings.
• Many native integrations and webhooks.

Cons:

• Room prices require check-in and check-out dates.
• The per-result rate is highest on the free and entry plans.

⭐ Review score: G2 4.7/5 (649 reviews)

3. HasData

HasData offers a dedicated Booking.com Scraper API with two endpoints. The search endpoint takes a destination. It returns each property with its room, per-stay price, discount, review score, and cancellation policy. The place endpoint returns one property’s description, photos, room rate variants, guest reviews, house rules, and Q&A. Search accepts 28 parameters, including dates, occupancy, price, stars, and review score. The same subscription includes a no-code Booking scraper with webhooks and file export. It suits developers who want parsed hotel-search JSON without writing selectors.

Key details:

• Best for: parsed Booking.com search and property JSON.
• Access: search and place endpoints, plus a no-code scraper.
• Delivery: JSON from the API; CSV, Excel, or JSON from the no-code tool.
• Free tier: 1,000 credits per month, enough for about 100 Booking requests, no card.
• Pricing: Startup from $49/month billed annually, or $2.46 per 1,000 hotel searches.

Pros:

• Dedicated, parsed Booking.com endpoints with 28 search parameters.
• Room-level rates and cancellation conditions in the output.
• API and no-code scraper on one plan.

Cons:

• Each Booking request costs at least 10 credits, so the free tier is small.
• Entry plan allows only 5 concurrent requests, and the G2 score rests on 5 reviews.

⭐ Review score: G2 4.7/5 (5 reviews)

4. Crawlbase

Crawlbase is a crawling API with two Booking.com parsers. The booking-serp parser turns a search page into JSON. It returns name, address, distance, price, currency, review score, review count, and stars. The booking-hotel parser returns a hotel’s description, coordinates, review label, and facilities. Requests rotate residential IPs across 30 geographies, so you see local prices and currency. You pay only for successful requests, and Booking.com sits in its cheapest standard tier. It suits teams that compare prices across countries.

Key details:

• Best for: country-specific Booking.com prices and currencies.
• Access: Crawling API with booking-serp and booking-hotel parsers.
• Delivery: rendered HTML, parsed JSON, or screenshots.
• Free tier: 1,000 free credits, growing to 5,000 as you complete setup steps, no card.
• Pricing: pay-as-you-go with no monthly fee, from $3 per 1,000 successful requests and falling with volume. JavaScript rendering doubles the cost.

Pros:

• Two dedicated Booking.com JSON parsers.
• Geo-targeted residential IPs show local prices and currencies.
• No monthly fee and success-only billing.

Cons:

• The hotel parser returns no room-level prices or availability.
• Thin G2 review base, with 6 reviews.

⭐ Review score: G2 4.3/5 (6 reviews)

5. Outscraper

Outscraper is a cloud scraping service with a Booking.com Hotel Scraper and a separate Booking Reviews Scraper. You paste Booking.com search links into the web app, or call the booking-search API endpoint. Results cover hotel details, ratings, pricing, availability, and reviews. Optional enrichment adds emails, phone numbers, and social links for each hotel. Pricing is pure pay-as-you-go, and the rate drops to $1 per 1,000 records after 5,000 listings. It suits teams that want low per-record costs without a subscription.

Key details:

• Best for: low-cost, pay-as-you-go hotel listings.
• Access: no-code web app plus a REST API with webhooks.
• Delivery: CSV, Excel, Parquet, or JSON.
• Free tier: the first 500 listings are free.
• Pricing: $2 per 1,000 records from 501 to 5,000 listings, then $1 per 1,000. Reviews cost $3 per 1,000 after 500 free.

Pros:

• Lowest per-record price at volume in this list.
• Contact enrichment on hotel results.
• No monthly subscription.

Cons:

• No published Booking output schema.
• API results are only kept for 4 hours after a job completes.

⭐ Review score: Trustpilot 4.6/5 (323 reviews)

6. Oxylabs

Oxylabs is an enterprise scraping platform. Its Booking page runs on the general Web Scraper API. You can submit up to 5,000 URLs at once and deliver results straight to Amazon S3 or Google Cloud Storage. A built-in Scheduler handles recurring jobs. There is no ready-made Booking schema, so you write parsing rules with XPath or CSS selectors in the Custom Parser. It suits large teams that already run their own parsing logic.

Key details:

• Best for: bulk, scheduled Booking.com jobs at enterprise scale.
• Access: Web Scraper API with Custom Parser and Scheduler.
• Delivery: raw HTML or parsed JSON, via API, S3, or GCS.
• Free tier: a free trial with up to 2,000 results, no card.
• Pricing: from $49/month. Booking.com falls under Other targets at $1.15 per 1,000 results, or $1.35 with JavaScript rendering.

Pros:

• Bulk submission of up to 5,000 URLs.
• Scheduler and direct cloud-storage delivery.
• Strong G2 standing across 421 reviews.

Cons:

• No ready-made Booking.com schema; you build the parser.
• No pay-as-you-go option below the $49 plan.

⭐ Review score: G2 4.5/5 (421 reviews)

7. Decodo

Decodo, formerly Smartproxy, covers Booking.com through its Web Scraping API. It extracts listings, rates across dates and room types, availability, reviews, amenities, policies, and images. The same credentials also scrape Expedia and Tripadvisor, so one integration covers three travel sites. You can use the API or paste a URL into a no-code dashboard. Outputs include LLM-ready Markdown. It suits teams that compare Booking.com against other travel sites.

Key details:

• Best for: one integration across Booking.com, Expedia, and Tripadvisor.
• Access: Web Scraping API plus a no-code dashboard, MCP, n8n, and LangChain.
• Delivery: HTML, JSON, Markdown, or PNG.
• Free tier: 2,000 requests per month, or 1,000 with JavaScript rendering, no card.
• Pricing: from $19/month. Booking.com needs JavaScript rendering, which costs $0.75 per 1,000 requests on that plan.

Pros:

• Covers three major travel sites with one set of credentials.
• Low $19 entry and success-only billing.
• Large G2 review base, 740 reviews.

Cons:

• Runs on the general API rather than a dedicated Booking parser.
• JavaScript rendering raises the price and halves the free allowance.

⭐ Review score: G2 4.6/5 (740 reviews)

8. Octoparse

Octoparse is a no-code visual scraper with a preset Booking.com Hotel Listing Scraper template. It extracts names, addresses, ratings, review counts, nightly prices, room types, dates, descriptions, and images. One run accepts up to 5,000 Booking.com search URLs. Separate templates cover hotel details and reviews for several countries. Exports go to Excel, CSV, JSON, or straight into a database. It suits analysts who prefer clicking to coding.

Key details:

• Best for: point-and-click Booking.com listing data.
• Model: a preset template run in the Octoparse app, locally or in the cloud.
• Delivery: Excel, CSV, JSON, HTML, XML, or a database export.
• Free tier: a free plan with 10 tasks and 50,000 export rows a month. The Booking template is marked Standard access.
• Pricing: Standard from $69/month, billed annually.

Pros:

• Zero code, with a template updated in September 2026.
• Up to 5,000 URLs per run.
• Strong G2 score, 4.8 across 52 reviews.

Cons:

• CAPTCHAs that appear mid-run must be solved by hand.
• The main template covers listings only; reviews need another template.

⭐ Review score: G2 4.8/5 (52 reviews)

9. ScrapingBee

ScrapingBee is a developer scraping API with a Booking.com landing page and examples. It returns rendered HTML, Markdown, screenshots, or JSON from Booking.com property and listing pages. For JSON, you define fields with CSS selectors or describe them in plain language with AI extraction rules. A country code parameter routes requests through residential IPs for local prices. It suits developers who want AI-assisted extraction without maintaining selectors.

Key details:

• Best for: AI-assisted extraction of Booking.com fields.
• Access: HTML API with extract_rules and ai_extract_rules.
• Delivery: JSON, rendered HTML, Markdown, or screenshots.
• Free tier: 1,000 free API credits at signup, no card.
• Pricing: Freelance from $49/month. A Booking request costs 5 credits with JavaScript, 25 with premium proxies, and 75 with stealth proxies.

Pros:

• Natural-language extraction rules.
• Country-level residential routing.
• High G2 score, 4.8 across 29 reviews.

Cons:

• No prebuilt Booking.com schema.
• Stealth-proxy requests cost 75 credits each.

⭐ Review score: G2 4.8/5 (29 reviews)

10. ScraperAPI

ScraperAPI is a general scraping API with a Booking.com solution page. It covers Booking.com hotels, flights, car rentals, and attractions, and returns HTML, Markdown, or text. An Async API handles batches, and DataPipeline schedules recurring Booking.com jobs without code. There is no Booking-specific JSON parser, so you parse the fields yourself. It suits teams that want scheduled HTML collection across Booking.com verticals.

Key details:

• Best for: scheduled, recurring Booking.com collection.
• Access: general API, Async API, and DataPipeline.
• Delivery: HTML, Markdown, or text, with webhooks.
• Free tier: a 7-day trial with 5,000 API credits, then a free plan with 1,000 credits.
• Pricing: Hobby from $49/month for 100,000 API credits.

Pros:

• Covers hotels, flights, cars, and attractions.
• No-code scheduling with DataPipeline.
• Generous 7-day trial.

Cons:

• No Booking-specific parser or JSON schema.
• The Hobby plan limits geotargeting to the US and EU.

⭐ Review score: G2 4.3/5 (15 reviews)

Booking.com Scrapers: Summary Table

Tool	Best for	Type	Free tier	Starting price	Review score
Bright Data	Overall	Scraper API + datasets	5K records/mo	From $1.10/1K records	G2 4.7/5 (345 reviews)
Apify	No-code actor	Actor marketplace	$5 credit/mo	From $2/1K results	G2 4.7/5 (649 reviews)
HasData	Dedicated hotel-search api	Booking API + no-code	1,000 credits/mo	From $49/mo (annual)	G2 4.7/5 (5 reviews)
Crawlbase	For geo-local prices	Crawling API + parsers	Up to 5,000 requests	Pay-as-you-go, no monthly fee	G2 4.3/5 (6 reviews)
Outscraper	Pay-as-you-go value	Cloud app + API	First 500 listings	$2/1K, then $1/1K after 5K	Trustpilot 4.6/5 (323 reviews)
Oxylabs	For bulk enterprise jobs	Web Scraper API	Trial: 2,000 results	From $49/mo	G2 4.5/5 (421 reviews)
Decodo	Multi-ota coverage	Web Scraping API	2K requests/mo	From $19/mo	G2 4.6/5 (740 reviews)
Octoparse	Point-and-click template	No-code template	Free plan (template needs Standard)	From $69/mo (annual)	G2 4.8/5 (52 reviews)
ScrapingBee	Ai extraction rules	Scraping API	1,000 credits (one-time)	From $49/mo	G2 4.8/5 (29 reviews)
ScraperAPI	For scheduled pipelines	Scraping API	7-day trial (5K credits)	From $49/mo	G2 4.3/5 (15 reviews)

How to Scrape Booking.com with the Bright Data CLI

The fastest way to test Booking.com data is from your terminal. The Bright Data CLI wraps the same Booking Scraper API in one command. It needs Node.js 20 or later. Install it, then sign in once.

npm install -g @brightdata/cli
brightdata login

On a server or in CI, skip the browser login and export BRIGHTDATA_API_KEY instead. The CLI is available as brightdata or the shorter bdata. Run bdata pipelines list to see every structured-data pipeline, including booking_hotel_listings.

Now pass a Booking.com hotel URL. The CLI triggers a collection, polls until the snapshot is ready, and writes the result to a file.

bdata pipelines booking_hotel_listings "https://www.booking.com/hotel/fr/du-midi-paris.en-gb.html" -o hotel.json

That is real output from our test run in October 2026. The record came back with 27 fields for Hôtel Du Midi Paris Montparnasse. It included a review score of 8.2 from 1,831 reviews and nine room types. Category scores, house rules, coordinates, and top guest reviews came too. The whole run finished in under three minutes. Add --format csv, ndjson, or jsonl to change the output format.

Working with an AI agent instead? The same Booking data is available as the web_data_booking_hotel_listings tool in the Bright Data Web MCP. Enable the travel tool group to load it. Our guide to using the Bright Data CLI with coding agents covers that workflow.

Booking.com Demand API vs. a Booking.com Scraper

Booking.com has an official Demand API, but it is not open to everyone. Its prerequisites require you to be a registered Booking.com Managed Affiliate Partner. Partner Centre access comes from a Booking.com Account Manager after you sign a contract. The API serves partners who sell Booking.com inventory, such as accommodations, cars, and attractions. A scraper reads the same public pages any traveler sees, with no partnership required.

	Booking.com Demand API	Booking.com scraper
Access	Managed Affiliate Partners under contract	Anyone with an account at the scraping vendor
Built for	Selling Booking.com inventory	Analysis, monitoring, and research on public data
Setup	Partner Centre, API key, and affiliate ID	An API key or a no-code app
Data	Official partner feed	Public pages: listings, prices, rooms, and reviews

If you resell Booking.com stays, apply for the Demand API. If you need market data, competitor rates, or reviews, a scraper is the practical path.

Conclusion

The best Booking.com scraper depends on your scale and skills. For most teams, Bright Data is the safest first pick. It pairs five dedicated Booking scrapers with a CLI, an MCP server, and ready-made datasets. For parsed hotel-search JSON on a budget, HasData and Crawlbase are strong picks. For no-code runs, Apify and Octoparse lead. Start with a free tier, test the data on your own hotels and dates, then scale the winner.

Covering more travel sites? Bright Data also has scrapers for Expedia, Agoda, and Airbnb, plus travel datasets. See our rankings of the best Airbnb scrapers and best flight scrapers for the rest of the trip.

Frequently Asked Questions

What is a Booking.com scraper?

A Booking.com scraper extracts public data from Booking.com, such as hotel details, room prices, availability, and reviews. It returns structured records like JSON or CSV instead of raw HTML.

What is the best Booking.com scraper?

Bright Data is the best overall for most teams. It offers five dedicated Booking scrapers covering hotels, search results, pricing, and reviews. It also includes 5,000 free records a month.

How much does a Booking.com scraper cost?

Pay-as-you-go tools charge roughly $1 to $5 per 1,000 records, depending on the vendor and volume. Subscription APIs start at $19 to $69 per month. Most tools on this list have a free tier or trial.

Can I scrape Booking.com prices for specific dates?

Yes. Pass check-in and check-out dates, guest counts, and currency with each request. Booking.com prices change with all of these, plus the visitor’s country, so date-less requests often return no room prices.

Does Booking.com have an official API?

Yes, the Booking.com Demand API. It is only available to registered Managed Affiliate Partners who sign a contract with Booking.com. For market research or rate monitoring, most teams use a scraper instead.