ParseForge
Kayak Hotel Price Scraper
parseforge/hotel-booking-sites-direct-hotel-websites-scraper
MARKETINGLead generationOther
Scrapes Kayak hotel listings by city, check-in and check-out dates, and guest count. Returns each hotel as a flat row with nightly rate, provider name, star rating, guest score, and amenity flags.
- Total users
- 34
- Monthly active
- 4
- Total runs
- 264
- Bookmarked
- 0
- Rating
- Not rated yet
- Last modified
- 12 days ago
Overview
🏨 Hotel Booking Sites & OTA Rate Scraper
Gather up-to-date hotel rates from Kayak, which pulls prices from Booking.com, Expedia, Hotels.com, Priceline, and Agoda in a single search. Compare nightly rates, availability, and amenities across various online travel agencies to keep an eye on competitor prices, track rate changes for specific hotels, or create your own price comparison database. No coding skills needed, start collecting hotel data in minutes.
The Hotel Booking Sites & OTA Rate Scraper gathers hotel rates from over six OTA providers, offering up to 40 data fields per hotel, along with rate comparisons and availability status.
✨ What Does It Do
- 🖼️ Hotel Images - Show property photos on your booking confirmation page or review site
- 💰 Nightly Rates - Extract the lowest available nightly rate from all OTAs for rate monitoring and price analysis
- 📊 Guest Ratings - Capture verified guest review scores and counts to identify top-rated properties and filter by quality
- 🌟 Star Ratings - Collect property classifications to segment inventory and match customer preferences
- 🔗 All OTA Prices - Extract prices from Booking.com, Expedia, Hotels.com, Priceline, Agoda, and KAYAK for direct competitor comparison
- ✅ Amenities & Policies - Capture details like free breakfast, free cancellation, meal plans, and amenities to highlight value-added features
- 🌍 Location Data - Retrieve city names, latitude, longitude, and distance from the city center for mapping and location-based sorting
- 📅 Booking Links - Get direct URLs to each OTA to quickly direct customers to the cheapest provider
📊 Output
Each hotel includes up to 40+ data fields. Download as JSON, CSV, or Excel.
| 🖼️ Hotel Image | 📝 Hotel Name | 🌟 Star Rating |
|---|---|---|
| 📊 Guest Rating | 📋 Review Count | ✅ Review Category |
| 🏢 Property Type | 🌍 City | 🗺️ Latitude & Longitude |
| 📏 Distance from Center | 💰 Lowest Nightly Rate | 💵 Currency |
| 📢 Cheapest Provider | 🔗 Provider Code | 💸 Original Price |
| 🎯 Discount Percent | ✅ Free Breakfast | ✅ Free Cancellation |
| 🍽️ Meal Plan Included | 🎁 Freebies | 🏊 Amenities |
| 🏨 All Provider Prices | 📈 Historic High Price | 📅 Check-in Date |
| 📅 Check-out Date | 🌙 Number of Nights | 👥 Adults |
| 🔗 Hotel Details URL | 🔗 Booking URL | ⏰ Scraped At |
💎 Why Choose the Hotel Booking Sites & OTA Rate Scraper?
| Feature | Our Actor |
|---|---|
| Prices from 6+ OTAs (Booking, Expedia, Hotels.com, Priceline, Agoda, KAYAK) | ✔️ |
| Compare nightly rates and total prices across all providers at once | ✔️ |
| Amenities, policies (free breakfast, free cancellation), and guest ratings | ✔️ |
| Filters for star rating, guest rating, property type, and cancellation policies | ✔️ |
| Collect up to 1,000,000 hotels per run (paid users) | ✔️ |
| Export as JSON, CSV, or Excel for spreadsheet analysis | ✔️ |
| Historic price data and discount percentages to track market trends | ✔️ |
| Direct booking links to each OTA for instant customer redirection | ✔️ |
| Pagination support for large cities with hundreds of hotels | ✔️ |
| Proxy rotation to prevent blocking and ensure uninterrupted data collection | ✔️ |
| OTA price comparison without manual browsing or copy-paste work | ✔️ |
| Geolocation data (latitude, longitude, distance from center) for mapping | ✔️ |
📋 How to Use
No technical skills required. Follow these simple steps:
- Sign Up: Create a free account with $5 credit
- Find the Tool: Search for "Hotel Booking Sites & OTA Rate Scraper" in the Apify Store and set up your search criteria
- Run It: Click "Start" and watch your results appear
That's it. No coding, no setup, no complicated configuration. Now you can export your data in CSV, Excel, or JSON format.
🎯 Business Use Cases
- 📊 Revenue Manager - Keep an eye on competitor nightly rates across all OTAs during peak seasons to adjust your property rates in real time and maximize occupancy
- 💼 Travel Agency Owner - Gather rates from various OTAs for customer destination cities and create a commission comparison dashboard to find out which provider offers the highest commission per booking
- 🔬 Market Researcher - Track amenity trends (such as free breakfast and free cancellation) across properties in different cities to see what modern travelers value and where competitors are investing
✨ Why choose this Actor
| Capability | |
|---|---|
| 🎯 | Built for the job. Scoped specifically to this data source so you skip the parser engineering entirely. |
| 🔖 | Structured output. Clean, typed fields ready for analysis, dashboards, or downstream pipelines. |
| ⚡ | Fast. Optimized request patterns return results in seconds, not minutes. |
| 🔁 | Always fresh. Every run pulls live data, so the dataset reflects the source as of run time. |
| 🌐 | No infra to manage. Apify handles proxies, retries, scaling, scheduling, and storage. |
| 🛡️ | Reliable. Battle-tested across many runs and edge cases, with graceful error handling. |
| 🚫 | No code required. Configure in the UI, run from CLI, schedule via cron, or call from any language with the Apify SDK. |
📊 Production-grade structured data without the engineering overhead of building and maintaining your own scraper.
📈 How it compares to alternatives
| Approach | Cost | Coverage | Refresh | Filters | Setup |
|---|---|---|---|---|---|
| ⭐ Hotel Booking Sites & OTA Rate Scraper (this Actor) | $5 free credit, then pay-per-use | Full source coverage | Live per run | Source-native filters supported | ⚡ 2 min |
| Build your own scraper | Engineering hours | Full once built | Whenever you maintain it | Custom code | 🐢 Days to weeks |
| Paid managed APIs | $$$ monthly | Vendor-defined | Live | Vendor-defined | ⏳ Hours |
| Third-party data dumps | Varies | Subset, often stale | Periodic | None | 🕒 Variable |
Pick this Actor when you want broad coverage, server-side filtering, and no pipeline maintenance.
🚀 How to use
- 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
- 🌐 Open the Actor. Go to the Hotel Booking Sites & OTA Rate Scraper page on the Apify Store.
- 🎯 Set input. Configure the input fields in the form (or paste a JSON), then set
maxItems. - 🚀 Run it. Click Start and let the Actor collect your data.
- 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.
⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.
💼 Business use cases
📊 Data & Analytics
|
🏢 Operations & Strategy
|
🎯 Marketing & Growth
|
🛠️ Engineering & Product
|
🌟 Beyond business use cases
Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.
🎓 Research and academia
|
🎨 Personal and creative
|
🤝 Non-profit and civic
|
🧪 Experimentation
|
🤖 Ask an AI assistant about this scraper
Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:
- 💬 ChatGPT
- 🧠 Claude
- 🔍 Perplexity
- 🅒 Copilot
❓ Frequently Asked Questions
🔍 How does this scraper work? The tool accesses Kayak to retrieve real-time rates, amenities, and provider data, with all rates aggregated from Booking.com, Expedia, Hotels.com, Priceline, Agoda, and KAYAK.
📊 How accurate is the data? Data is pulled directly from Kayak in real time, ensuring prices, availability, and amenities are current at the time the scraper runs. Rates can change frequently, so if accuracy is crucial, run the scraper just before you need the data.
📅 Can I schedule this to run every day? After your first run, use the Apify platform to set up a schedule. The scraper will automatically run at your chosen time and deliver fresh hotel data to your dataset daily.
⚖️ Is scraping Kayak legal? Kayak's terms of service do not allow automated scraping. The legality depends on your jurisdiction and intended use. Always check local laws and Kayak's current terms before using this tool. You are responsible for ensuring compliance with all applicable laws.
🛡️ Will Kayak block my IP? Kayak actively blocks automated requests. The scraper includes residential proxy support (required by default) to rotate your IP and avoid detection. Residential proxies make your requests appear to come from real user devices, reducing the risk of being blocked.
⚡ How long does a run take? For 50 hotels, expect 3-5 minutes. For 500 hotels, expect 15-30 minutes. The time depends on Kayak's response speed, your proxy provider's latency, and the number of OTA providers returning rates. Pagination adds 1 second of delay between pages.
⚠️ Are there any limits? Free users can collect up to 100 results per run. Paid users can collect up to 1,000,000 results per run.
🔗 Integrate Hotel Booking Sites & OTA Rate Scraper with any app
- Make - Automate workflows
- Zapier - Connect 5000+ apps
- GitHub - Version control integration
- Slack - Get notifications
- Airbyte - Data pipelines
- Google Drive - Export to spreadsheets
🔌 Integrate with any app
Hotel Booking Sites & OTA Rate Scraper connects to any cloud service via Apify integrations:
- Make - Automate multi-step workflows
- Zapier - Connect with 5,000+ apps
- Slack - Get run notifications in your channels
- Airbyte - Pipe results into your warehouse
- GitHub - Trigger runs from commits and releases
- Google Drive - Export datasets straight to Sheets
You can also use webhooks to trigger downstream actions when a run finishes. Push fresh data into your product backend, or alert your team in Slack.
💡 More ParseForge Actors
- Booking Com Scraper - Scrapes Booking.com for comprehensive hotel listings with rates and reviews
- Booking Reviews Scraper - Extracts guest reviews and ratings from Booking.com properties
- SEC 13F Holdings Scraper - Collects SEC 13F institutional investment holdings and portfolio data
Browse our complete collection of data extraction tools for more.
🚀 Ready to Start?
Create a free account with $5 credit and collect your first 100 results for free. No coding, no setup.
🆘 Need Help?
- Check the FAQ section above for common questions
- Visit the Apify support page for documentation and tutorials
- Submit a request to propose a new scraper, custom project, or report an issue
⚠️ Disclaimer
This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Kayak, Booking.com, Expedia, Hotels.com, Priceline, or Agoda, or any of their subsidiaries. All trademarks mentioned are the property of their respective owners.
🔗 Recommended Actors
- 🔍 Google Search Scraper - Multi-engine SERP results with country and language targeting
- 🗺️ Nominatim OSM Scraper - Geocode addresses via OpenStreetMap
- 📊 Indexmundi Scraper - Global demographic and economic indicators
- 📰 RAG Web Browser - Crawl and extract clean text from any URL for AI retrieval
- 🌐 Website Content Crawler - Crawl entire sites and export structured content
💡 Pro Tip: browse the complete ParseForge collection for more reference-data scrapers.
Input
| Field | Type | What it does | Default |
|---|---|---|---|
| locationSlug | string | Kayak location slug for the city to search. Format: City,State,Country-c{locationId}. Example: New-York,NY,United-States-c28573. If provided, locationId below is ignored. | New-York,NY,United-States-c28573 |
| locationId | string | Kayak location ID for the city. Used in the API payload. Example: 28573 for New York. | 28573 |
| checkinDate | string | Check-in date in YYYY-MM-DD format. Defaults to 7 days from today if not specified. | not set |
| checkoutDate | string | Check-out date in YYYY-MM-DD format. Defaults to 9 days from today if not specified. | not set |
| adults | integer | Number of adults per room for the search. | 2 |
| rooms | integer | Number of rooms to search for. | 1 |
| maxItems | integer | Free users: Limited to 100. Paid users: Optional, max 1,000,000. | 10 |
| proxyConfiguration | object | Proxy settings. Residential proxies are required for Kayak. | {"useApifyProxy":true,"apifyProxyGroups" |
| minStarRating | integer | Filter hotels by minimum star rating (1-5). Leave empty for all hotels. | not set |
| minGuestRating | number | Filter hotels by minimum guest rating (1-10). Example: 7.5 for Good+. | not set |
| propertyTypes | array | Filter by property type. Options: hotel, resort, cabin, holhome, apthotel. | not set |
| freeBreakfastOnly | boolean | Only return hotels that include free breakfast. | false |
| freeCancellationOnly | boolean | Only return hotels that offer free cancellation. | false |
Pricing
from $15.99 per 1,000 results
| Charged for | What it is | Price each |
|---|---|---|
| Actor Start | Charged once when the run starts. | $0.005 |
| Result Item | Charged once per result collected. | $0.01599 to $0.02134 |
Tiered: the lower figure is the price on a higher Apify plan. Billing and the free credit live on Apify.
API
One POST returns the dataset directly. Same shape for every scraper in the library, so swapping the slug is the only change.
curl -X POST "https://api.apify.com/v2/acts/parseforge~hotel-booking-sites-direct-hotel-websites-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
-H "Content-Type: application/json" \
-d '{
"helloWorld": 123
}' Examples
Input that runs as-is.
{
"helloWorld": 123
} Reviews
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Issues
We build and maintain this scraper, so a problem with it comes to us. Report it on the Apify listing and the thread stays attached to the scraper where the next person can find it: open an issue.
Broken and urgent, or you would rather not post in public? Write to parseforge@protonmail.com and it reaches the people who wrote it.