# Travel Web Scraping ## Prices, availability, inventory in real time. Monitor fares on Skyscanner, hotel rates on Booking.com, and rental listings on Airbnb. Anti-bot bypass built in. Structured JSON out. Feeds your pricing model, not your inbox. [ Get Free API Key ](https://scrapfly.io/register) [ Web Scraping API ](https://scrapfly.io/products/web-scraping-api) 1,000 free credits. No credit card required. --- ## 8+ travel portals covered ## 5B+ scrapes / month platform-wide ## 99%+ success rate on protected sites ## JSON structured output, CSV export ready --- // FORMULA## Turn every fare and listing into signal. `Itinerary` + `Schema` = Priceable Offer Scrape the page. Extract the schema. Feed your pricing model. Repeat every 15 minutes. --- COVERAGE## Every Major Travel Portal From OTA fares to short-term rentals. Anti-bot bypass handles the heavy lifting on every source. // FEATURED ### Fare & Price Monitoring Track flight prices across search results and route pages. Capture fares, layover details, airline names, and departure times at scale. Skyscanner Kayak Google Flights ### Hotel Inventory Pull rates, availability calendars, room types, and amenity data from the largest OTAs in real time. Booking.com Expedia Agoda Hotels.com ### Short-term Rentals Monitor listing prices, nightly rates, availability, host ratings, and property details for the short-term rental market. Airbnb Vrbo ### Reviews & Reputation Collect guest reviews, ratings, sentiment signals, and response data to benchmark your property or track competitors. TripAdvisor Google Reviews ### Dynamic Pricing Pipeline Schedule recurring scrape jobs and push clean data directly into your pricing model. **Crawler**discovers listing URLs **Scrape**fetches pages with anti-bot bypass **Extract**turns HTML into structured JSON **Price API**receives clean records, updates feeds ### Anti-bot Bypass for Travel Sites Travel portals run some of the toughest anti-bot stacks in production. Scrapfly handles every major vendor so your pipeline does not stall. [Cloudflare](https://scrapfly.io/bypass/cloudflare) [DataDome](https://scrapfly.io/bypass/datadome) [Akamai](https://scrapfly.io/bypass/akamai) [PerimeterX](https://scrapfly.io/bypass/perimeterx) --- - Web Scraping API - Extraction API - Screenshot API - Crawler - Cloud Browser Products ## The right Scrapfly product for every step From raw HTML fetching to structured data extraction and full-browser rendering - one API key covers the entire travel data pipeline. Web Scraping API Fetch any travel page with residential proxy rotation, JavaScript rendering, and anti-bot bypass built in. Handles Booking.com, Skyscanner, Airbnb, and more without extra configuration. [ Landing page ](https://scrapfly.io/products/web-scraping-api) Extraction API Turn scraped HTML into clean JSON records with an LLM prompt or a custom schema. Extract prices, room types, availability, ratings, and review text in a single call. [ Landing page ](https://scrapfly.io/products/extraction-api) Screenshot API Capture pixel-perfect screenshots of hotel pages, flight search results, or listing detail views. Useful for visual price archiving and contract validation. [ Landing page ](https://scrapfly.io/products/screenshot-api) Crawler Traverse deep listing archives, paginated search results, and category trees. Set follow rules, depth limits, and rate controls. Every discovered URL runs through the full scrape stack. [ Landing page ](https://scrapfly.io/products/crawler-api) Cloud Browser Drive a real stealth Chromium session over CDP when targets require heavy JavaScript interaction - calendar pickers, dynamic pricing widgets, and login-gated rates. [ Landing page ](https://scrapfly.io/products/cloud-browser-api) [Get Free API Key](https://scrapfly.io/register) --- CODE## Scrape Any Travel Portal in One Call Booking.com, Skyscanner, Airbnb - the same API works for all of them. Anti-bot bypass and JS rendering on a real Booking.com hotel search results page. Python TypeScript HTTP / cURL ``` from scrapfly import ScrapeConfig, ScrapflyClient, ScrapeApiResponse client = ScrapflyClient(key="API KEY") api_response: ScrapeApiResponse = client.scrape( ScrapeConfig( # add page to scrape url='https://www.booking.com/hotel/us/marriott-marquis-san-francisco.html', asp=True, # enable bypass anti-scraping protection render_js=True, # enable headless browser if necessary country="US", # set location for region specific data # use AI to extract data extraction_model='hotel' # or 'review_list' for reviews ) ) # use AI extracted data print(api_response.scrape_result['extracted_data']['data']) # or parse the html yourself print(api_response.content) ``` ``` import { ScrapflyClient, ScrapeConfig } from 'jsr:@scrapfly/scrapfly-sdk'; const client = new ScrapflyClient({ key: "API KEY" }); let api_response = await client.scrape( new ScrapeConfig({ url: 'https://www.booking.com/hotel/us/marriott-marquis-san-francisco.html', asp: true, // enable bypass anti-scraping protection render_js: true, // enable headless browser if necessary // use AI to extract data extraction_model: 'hotel' // or 'review_list' }) ); // use AI extracted data console.log(api_response.result['extracted_data']['data']) // or parse the HTML yourself console.log(api_response.result['content']) ``` ``` http https://api.scrapfly.io/scrape \ key==$SCRAPFLY_KEY \ url==https://www.booking.com/hotel/us/marriott-marquis-san-francisco.html \ asp==true \ render_js==true \ country==US \ extraction_model=hotel ``` [ Python SDK docs → ](https://scrapfly.io/docs/sdk/python) [ TypeScript SDK docs → ](https://scrapfly.io/docs/sdk/typescript) [ HTTP API docs → ](https://scrapfly.io/docs) --- AI & WORKFLOWS## Automate with AI & Workflows Connect Scrapfly to [Claude](https://scrapfly.io/docs/mcp/integrations/claude-desktop), [ChatGPT](https://scrapfly.io/docs/mcp/integrations/openai), [n8n](https://scrapfly.io/docs/mcp/integrations/n8n), [Make](https://scrapfly.io/integration/make), or [Zapier](https://scrapfly.io/integration/zapier) and ask for travel data in plain language. ### Ask in Plain Language Connect the [Scrapfly MCP Server](https://scrapfly.io/docs/mcp/getting-started) to your AI assistant. Then ask: - "Find 4-star hotels in Paris under $200/night" - "Alert me when flights to Tokyo drop below $800" - "Top-rated tours in Barcelona this weekend" - "Recent reviews for beachfront resorts in Bali" ### Automation Platforms Build no-code pipelines that fetch travel data on a schedule and push to your database, spreadsheet, or Slack channel. [n8n](https://scrapfly.io/docs/mcp/integrations/n8n) [Make](https://scrapfly.io/integration/make) [Zapier](https://scrapfly.io/integration/zapier) Any webhook ### MCP Server The Scrapfly MCP server exposes scrape, extract, screenshot, and crawl as tool calls for any MCP-compatible AI client. **AI Client**Claude, ChatGPT, Cursor, Windsurf **MCP Server**Scrapfly tool calls **Live Travel Data**fares, rates, reviews [View MCP examples](https://scrapfly.io/docs/mcp/examples) --- FAQ## Frequently Asked Questions ### How to unblock access to Travel websites? While scraping travel websites is legal, some websites may block access to their data if they can detect robot-like behavior. For this, you can fortify your scrapers against identification yourself using tools and techniques covered in [our blog here](https://scrapfly.io/blog/posts/how-to-scrape-without-getting-blocked-tutorial/) or you can leave it to the [Web Scraping API](https://scrapfly.io/products/web-scraping-api) to handle it for you. ### Is web scraping travel websites legal? Yes, generally web scraping publicly visible travel data is legal in most places around the world. However, extra consideration should be noted on scraping copyrighted data like images or reviews. For more see our in-depth [web scraping laws](https://scrapfly.io/is-web-scraping-legal) article. ### What travel data can be scraped? Travel websites are incredibly rich with variety of data: product listings, reviews, prices, seller details, and more. All of this data can be scraped and used for market analysis, price monitoring, and competitor tracking. ### Are Proxies enough to scrape travel data? No, most modern travel websites can identify proxies and block access to their public data. To bypass travel blocking you will need to use a combination of bypass tools and techniques or defer these steps to a service like [Web Scraping API](https://scrapfly.io/products/web-scraping-api). ### What is a Web Scraping API? [Web Scraping API](https://scrapfly.io/products/web-scraping-api) is a service that abstracts away the complexities and challenges of web scraping and data extraction. This allows developers to focus on creating software rather than dealing with issues like web scraping blocking and other data access challenges. ### How can I access the Web Scraping API? [Web Scraping API](https://scrapfly.io/products/web-scraping-api) can be accessed in any HTTP client like curl, httpie, or any HTTP library in any programming language. For first-class support we offer [Python](https://scrapfly.io/docs/sdk/python) and [TypeScript](https://scrapfly.io/docs/sdk/typescript) SDKs. ### How to extract data from scraped travel pages? Modern travel websites often store data in page HTML, embedded JSON, and background requests. To extract a full travel dataset it is best to use AI-powered tools capable of understanding all of these data facets, like [Extraction API](https://scrapfly.io/products/extraction-api). --- // GET STARTED### Start scraping travel data in under a minute. Free account, 1,000 credits, no credit card. Booking.com, Skyscanner, Airbnb, TripAdvisor - all covered under one API key with anti-bot bypass built in. [ Get Free API Key ](https://scrapfly.io/register) [Browse all use cases](https://scrapfly.io/use-case/web-scraping)