Kayak Dataset
Live and Historical Data Across Kayak’s Global Metasearch Platform, Including Price Forecast and Hacker Fares
Kayak doesn’t just show today’s price like a standard metasearch listing — its Price Forecast feature predicts whether a fare on a given route is likely to rise or fall, and tells the traveler whether to book now or wait, based on modeled historical pricing behavior. That’s a genuinely different kind of data than a static comparison: it’s a trend signal, not just a snapshot. Kayak also surfaces Hacker Fares, combinations of two one-way tickets from different airlines stitched together into a cheaper “round trip” than either carrier’s own round-trip fare — a mixed-carrier itinerary structure that a standard round-trip search won’t surface at all.
Tracking that properly means capturing the forecast signal and mixed-carrier fare combinations as core, trackable dimensions rather than edge cases. That’s exactly what our dedicated Travel Data Scraping pipeline is built to handle for Kayak specifically — a Kayak Travel Dataset that ties multi-partner flight and hotel price comparisons, Price Forecast signals, Hacker Fares, and reviews together, refreshed on a schedule you control. It sits inside our broader Travel Dataset catalog, built on the same infrastructure as our Travel Data Scraping services, with custom builds available through our Web Scraping Services team.
Request Free Sample DatasetQuick Stats
Price From
$219Starting Price
Records
3.5M+Total Records
Format
CSV / JSONDelivery Format
Delivery
ImmediateAvailability
Bookings
Core Coverage
2+ Yrs
Historical Depth
Global
Multi-Country Coverage
Daily
Refresh Cycle
Why Teams Choose Our Kayak Dataset Over a DIY Crawl
A scraper that captures only a round-trip fare misses Hacker Fares entirely, and a scraper that captures only a price misses the buy/wait forecast signal that sits alongside it.
One Schema, Forecast Signal Included
Flight fares, hotel rates, multi-partner price comparisons, Price Forecast signals, and Hacker Fare combinations all arrive in a single Kayak dataset.
Hacker Fare Precision
Our Kayak Flight Dataset captures mixed-carrier one-way combinations as a distinct fare type, not folded into standard round-trip results.
Scoped to What You Actually Need
Pull specific routes, destinations, or the full catalog. Refresh daily, weekly, or near-live. Delivered as CSV, JSON, Excel, or a direct API feed.
Formats Your Tools Already Read
CSV and Excel exports work straight in Power BI or Tableau. JSON and API feeds ship with a documented schema for Snowflake, BigQuery, or Redshift.
Live Comparisons, Plus Real History
See today’s multi-partner price comparisons and forecast signals alongside 2+ years of historical fare-trend data.
Buy/Wait Forecast Signal Captured
Coverage tracks Kayak’s own price-trend recommendation alongside the underlying fare, since the forecast is a distinct data point from the price itself.
What’s Actually Inside the Kayak Dataset
The Kayak dataset answers five practical questions: what flight, hotel, and car-rental options are available, which booking partner offers the best price, whether a fare is predicted to rise or fall, whether a cheaper mixed-carrier combination exists, and what customers say about the experience. Those five questions map to the five sub-datasets described below, keyed together on route, destination, and booking-partner identifiers.
Most clients start with the forecast-signal layer, usually chasing a specific question — how accurate is a buy-now recommendation historically for a given route, or how often does a Hacker Fare combination beat the cheapest standard round-trip on the same route? Pricing and revenue teams lean on the multi-partner layer to understand which OTA or airline wins the comparison most consistently. Data teams mostly just want clean, timestamped records instead of raw search-result data, which is really the core value of buying a dataset instead of building a scraper from scratch. This dataset shares its collection standards with our broader Travel Dataset catalog.
What people actually build with this dataset:
- Forecast-accuracy research: Track how often Kayak’s buy/wait signal correctly predicted fare movement historically.
- Hacker Fare savings analysis: Measure how much cheaper mixed-carrier one-way combinations are compared to standard round-trip fares.
- Multi-partner price-comparison tracking: Understand which booking partner wins the price comparison most often for a given route.
- Hotel and car-rental rate benchmarking: Compare Kayak’s comparative rates against direct-booking prices for the same dates.
- Sentiment research: Mine the Kayak Reviews Dataset for recurring complaints about booking-partner reliability or forecast accuracy.
Key Metrics
Price
$219.00Format
CSV / JSON / APIRecords
3.5M+ Verified RecordsCoverage
GlobalUpdate Frequency
DailyAvailability
Instant AccessDelivery Time
ImmediatelyPreview actual dataset structure before purchase.
A Sample of the Kayak Dataset
Below is a small, illustrative slice of a single extract, showing multi-partner price comparisons, a Price Forecast signal, and a Hacker Fare combination. Over 40 additional fields are available, including forecast-confidence scores and full historical price-trend data.
| KAYAK Result ID | Property Name | Property Image 1 | Price | Property Type | Neighbourhood | User Rating | Reviews Count | Rating Text | Booking Source | Tags | Property URL | Property URL 2 | Property Image 2 | Property Image 3 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| d39b74c980ec | Le Méridien Dubai Hotel & Conference Centre | https://content.r9cdn.net/rimg/himg/e7/0a/c5/leonardo-139875-1721875-876511.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | ₹ 11,951 | 5 stars | Al Garhoud | 8.8 | 5,536 | Very good | Marriott Bonvoy | Free cancellation | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.hwAV-f_iZ_AHUo5TTIDG44ZEUV7Z-0JIA_eEYeF_jSwEdn9PX-8xhQ.12518.139875.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=d39b74c980ec&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=0 | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.qumWFano8BP274JKcE0diPaeNWhRPjM7r__yfHjaxxI.12519.139875.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=6d137f47e35f&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=0 | https://content.r9cdn.net/rimg/himg/bf/82/0e/leonardo-139875-902165-845015.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | https://content.r9cdn.net/rimg/himg/8a/c6/05/leonardo-139875-902223-094598.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 |
| 3e9c33dc566f | Hyatt Centric Jumeirah Dubai | https://content.r9cdn.net/rimg/himg/cc/6d/99/ice-8217367-118045957-031438.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | ₹ 15,804 | 5 stars | Jumeirah | 8.7 | 1,164 | Very good | Book direct | Free cancellation | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.hwAV-f_iZ_AHUo5TTIDG44ZEUV7Z-0JIA_eEYeF_jSwEdn9PX-8xhQ.13485.8217367.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=3e9c33dc566f&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=1 | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.qumWFano8BP274JKcE0diPaeNWhRPjM7r__yfHjaxxI.13486.8217367.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=2c6385c0e529&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=1 | https://content.r9cdn.net/rimg/himg/74/14/0d/booking-8217367-343263791-731215.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | https://content.r9cdn.net/rimg/himg/91/72/8d/booking-8217367-484489943-332624.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 |
| 14ce3c93d6ad | Mövenpick Hotel Jumeirah Village Triangle | https://content.r9cdn.net/rimg/himg/d5/94/d3/ice-8655942-a7b0b5-030467.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | ₹ 6,982 | 5 stars | Jumeirah Village | 8.7 | 1,419 | Very good | Hotel Direct | Hotel Direct, Save 9% | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.I9N8FK0ngigoTSggYml7-A.11053.8655942.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=14ce3c93d6ad&resultRefreshCount=1&viewId=08ce38c4-9c80-418d-9508-e68de4498c9b&viewRank=18 | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.qumWFano8BP274JKcE0diPaeNWhRPjM7r__yfHjaxxI.16054.8655942.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=d05dee067010&resultRefreshCount=1&viewId=08ce38c4-9c80-418d-9508-e68de4498c9b&viewRank=18 | https://content.r9cdn.net/rimg/himg/b4/b9/74/ice-8655942-600f74-073222.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | https://content.r9cdn.net/rimg/himg/94/87/60/expedia_group-8655942-55897296-982289.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 |
| cf3d3ecd58b1 | Element Al Mina, Dubai | https://content.r9cdn.net/rimg/himg/ff/ee/e8/leonardo-7352113-693798-429394.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | ₹ 6,915 | 4 stars | Bur Dubai | 8.6 | 943 | Very good | Marriott Bonvoy | Free breakfast, Free cancellation | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.qumWFano8BP274JKcE0diPaeNWhRPjM7r__yfHjaxxI.7243.7352113.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=cf3d3ecd58b1&resultRefreshCount=1&viewId=08ce38c4-9c80-418d-9508-e68de4498c9b&viewRank=3 | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.-FWG2ypT3_aWyuc3AtCaFCQNXgtXYvS8.7243.7352113.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=37a8f20a825f&resultRefreshCount=1&viewId=08ce38c4-9c80-418d-9508-e68de4498c9b&viewRank=3 | https://content.r9cdn.net/rimg/himg/88/00/cf/leonardo-7352113-693789-205876.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | https://content.r9cdn.net/rimg/himg/9f/22/61/expedia_group-7352113-131418956-514627.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 |
| b81ab4778983 | Four Points by Sheraton Production City, Dubai | https://content.r9cdn.net/rimg/himg/70/3f/2c/leonardo-1070520123-707850-157395.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | ₹ 5,987 | 4 stars | Dubai Production City | 8.6 | 2,032 | Very good | Marriott Bonvoy | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.qumWFano8BP274JKcE0diPaeNWhRPjM7r__yfHjaxxI.5578.4077083.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=b81ab4778983&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=3 | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.-FWG2ypT3_aWyuc3AtCaFCQNXgtXYvS8.5578.4077083.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=085c280c7d72&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=3 | https://content.r9cdn.net/rimg/himg/13/bc/29/booking-4077083-650094625-177716.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | https://content.r9cdn.net/rimg/himg/08/54/fd/leonardo-1070520123-707849-773411.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | |
| e60d2d64d0e1 | Aloft Palm Jumeirah | https://content.r9cdn.net/rimg/himg/fa/4f/a5/leonardo-3559430-1435185-917565.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | ₹ 8,032 | 4 stars | Palm Jumeirah | 8.5 | 3,068 | Very good | Marriott Bonvoy | Free cancellation | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.hwAV-f_iZ_AHUo5TTIDG44ZEUV7Z-0JIA_eEYeF_jSwEdn9PX-8xhQ.8413.3559430.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=e60d2d64d0e1&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=4 | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.qumWFano8BP274JKcE0diPaeNWhRPjM7r__yfHjaxxI.8413.3559430.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=d7769825f17e&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=4 | https://content.r9cdn.net/rimg/himg/da/06/29/leonardo-3559430-1435175-006542.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | https://content.r9cdn.net/rimg/himg/e7/9a/e8/leonardo-3559430-1435139-570435.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 |
| dbdf181781a5 | Grand Hyatt Dubai | https://content.r9cdn.net/rimg/himg/f5/07/c7/ice-46347-27d209-731373.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | ₹ 18,192 | 5 stars | Bur Dubai | 8.7 | 6,708 | Very good | Book direct | Free cancellation | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.hwAV-f_iZ_AHUo5TTIDG44ZEUV7Z-0JIA_eEYeF_jSwEdn9PX-8xhQ.19055.46347.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=dbdf181781a5&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=5 | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.H6kTiXD_XgR7ut2ddSaYuw.19078.46347.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=0c402b76e76d&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=5 | https://content.r9cdn.net/rimg/himg/f0/99/b7/booking-46347-584054691-365481.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | https://content.r9cdn.net/rimg/himg/23/76/cf/ice-46347-83756f-809309.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 |
| 4c202a89e5e3 | Marriott Hotel Al Jaddaf, Dubai | https://content.r9cdn.net/rimg/himg/8b/c8/32/leonardo-727071-746285-999282.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | 5 stars | Bur Dubai | 8.2 | 1,527 | Free breakfast, Free cancellation | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.hwAV-f_iZ_AHUo5TTIDG44ZEUV7Z-0JIA_eEYeF_jSwEdn9PX-8xhQ.12168.727071.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=4c202a89e5e3&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=6 | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.-FWG2ypT3_aWyuc3AtCaFCQNXgtXYvS8.12168.727071.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=0a2a574d02a6&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=6 | https://content.r9cdn.net/rimg/himg/71/89/81/leonardo-727071-746252-953448.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | https://content.r9cdn.net/rimg/himg/d1/a3/a8/leonardo-727071-746232-400723.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | |||
| 9582f39566c9 | Residence Inn Sheikh Zayed Road, Dubai | https://content.r9cdn.net/rimg/himg/f7/d1/0e/expedia_group-398303-71e271-611044.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | 4 stars | DIFC | 8.4 | 3,458 | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.-FWG2ypT3_aWyuc3AtCaFCQNXgtXYvS8.13291.398303.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=9582f39566c9&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=7 | https://content.r9cdn.net/rimg/kimg/2f/93/072637080cdf5994.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | https://content.r9cdn.net/rimg/himg/8b/2b/da/leonardo-398303-778406-151160.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | |||||
| ea9ffa0a1c1c | Queen Elizabeth 2 | https://content.r9cdn.net/rimg/himg/b7/ea/5f/ice-3810668-5c4ba9-999889.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | ₹ 5,907 | 4 stars | Bur Dubai | 7.5 | 4,693 | Good | Book direct | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.hwAV-f_iZ_AHUo5TTIDG44ZEUV7Z-0JIA_eEYeF_jSwEdn9PX-8xhQ.7012.3810668.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=ea9ffa0a1c1c&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=8 | https://www.kayak.co.in/book/hotel?code=ucFEF1WiHC.-FWG2ypT3_aWyuc3AtCaFCQNXgtXYvS8.6187.3810668.MTc4OTYxNzYwMDAwMF4xNzg5NzA0MDAwMDAwXjFeMl4=&h=3ae614d1ef3e&resultRefreshCount=1&viewId=3971e20a-58c8-4e93-a39c-f488d0554aa9&viewRank=8 | https://content.r9cdn.net/rimg/himg/8a/48/c7/ice-3810668-6f6f81-770766.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 | https://content.r9cdn.net/rimg/himg/0e/d6/2f/ice-3810668-bd8cd9-505289.jpg?width=552&height=552&crop=true&watermarkheight=28&watermarkpadding=10 |
The Five Layers of the Kayak Dataset
Rather than one flat export, the Kayak dataset splits into five connected layers, licensed individually or together as a complete Kayak Travel Dataset, joined on common route, destination, and booking-partner keys.
Kayak Flight Dataset
The structured layer behind every flight search result, including the mixed-carrier Hacker Fare combinations that set Kayak’s flight product apart.
- Origin-destination pair, airline, and flight timing for standard round-trip and one-way searches
- Hacker Fare combinations: paired one-way segments from different carriers, flagged as a distinct fare type
- Cabin class and fare-type flags where visible
- Layover and connection details for non-direct routes
Kayak Hotel Dataset
The accommodation layer behind Kayak’s comparative hotel-rate results, alongside car-rental listings that round out its multi-vertical metasearch product.
- Property name, star rating, location, and amenity list
- Room-type inventory and per-partner rate availability
- Car-rental listings, including vehicle class and per-provider rate comparisons
- Date-level availability data by property
Kayak Pricing Dataset
Kayak’s Price Forecast signal makes pricing here more than a static number — it includes a directional prediction that a scraper focused only on price would miss.
- Per-partner price for the same route, date, and cabin
- Price Forecast signal (book now versus wait) alongside a confidence indicator, where shown
- Hacker Fare pricing shown against the cheapest standard round-trip for direct comparison
- Historical price-trend data by route, tracked over time
Kayak Booking Dataset
Because bookings route through partner airlines, OTAs, and hotel providers rather than Kayak directly, booking terms are captured at the partner-referral level.
- Referral-link destination (which partner a booking click routes to)
- Fare-type and cancellation terms as displayed per partner
- Hacker Fare booking structure, since each one-way segment may need separate booking with its own carrier
- Baggage-allowance data where shown per partner
Kayak Reviews Dataset
Star ratings tell you something went wrong; written reviews tell you what, often revealing whether an issue was with the booking partner, the forecast accuracy, or the flight itself.
- Individual reviews with rating, review text, and submission date, across flights, hotels, and car rentals
- Verified-booking flag and anonymized reviewer identifier where available
- Aspect-level sentiment: booking-partner reliability, forecast usefulness, and value for money
- Rating distribution and review-velocity trends by route and partner
Where the Kayak Dataset Runs Deepest
Kayak’s multi-vertical metasearch model spans a genuinely global set of origin and destination markets, with Hacker Fare density varying by region.
North America
Deepest Hacker Fare and Price Forecast historical depth across major domestic routes.
Europe
Strong multi-partner comparison depth across short-haul and transatlantic routes.
Asia-Pacific
Growing coverage across major regional carriers and low-cost airline combinations.
Hotels & Car Rentals
Comparative rate tracking across accommodation and vehicle-rental categories.
Add-Ons
Price Forecast accuracy-tracking archives, Hacker Fare savings analysis by route, and partner-win-rate benchmarking.
How Different Teams Put This Dataset to Work
The same underlying dataset ends up solving fairly different problems depending on who’s using it.
Forecast-Accuracy Research
Track how often Kayak’s buy/wait signal correctly predicted fare movement on a given route historically.
Hacker Fare Savings Analysis
Measure how much cheaper mixed-carrier one-way combinations are compared to standard round-trip fares by route.
Multi-Partner Price Monitoring
Track which booking partner wins the price comparison most often for a given route or property.
Hotel and Car-Rental Rate Benchmarking
Compare comparative rates on Kayak against direct-booking pricing for the same dates.
AI and LLM Training Data
Use the clean, labeled Kayak Flight Dataset as training data for fare-prediction and itinerary-optimization models.
Sentiment and Quality Research
Mine review-level data to understand what drives satisfaction differences across booking partners and forecast reliability.
Who Actually Uses the Kayak Dataset
The Kayak Dataset delivers travel search insights for flight and hotel analysis, pricing research, market intelligence, and competitive benchmarking.
Airlines
Understand how often their fares appear in Hacker Fare combinations and how that affects perceived pricing.
OTA and Booking Platforms
Benchmark their own referral-share performance against competing partners on Kayak search results.
AI & ML Companies
Source clean, structured fare-prediction and multi-partner pricing data for recommendation models.
Market Research Firms
Build multi-country category reports on the flight-metasearch sector using multi-year historical depth.
Travel Consulting Firms
Validate fare-strategy recommendations using forecast-accuracy and Hacker Fare savings data.
Investment & Analyst Teams
Track pricing trends and partner-win-rate shifts as alternative-data signals on the travel-metasearch sector.
What This Dataset Actually Saves You
Manually tracking multi-partner pricing, forecast signals, and Hacker Fare combinations across dozens of routes isn’t realistic without automation — and a scraper focused only on standard round-trip fares misses a real share of Kayak’s actual value.
Hours Back, Not Days
A structured feed replaces manual fare-comparison checking entirely — what used to take a team days to compile is available on a schedule you set.
Forecasts Grounded in Real History
2+ years of pricing and forecast data lets you separate genuine seasonal demand from short-term price fluctuations.
Seeing the Full Fare Landscape
A standard round-trip check misses Hacker Fares and the forecast signal both. Tracking all three tells you what’s actually available.
Built Around Your Pipeline, Not Ours
Pick the routes, destinations, and cadence that matter to you — delivered as CSV, JSON, API, or Parquet.
How the Kayak Data Collection Pipeline Actually Works
Here’s the straightforward version of how this gets built, not a marketing summary of it.
Collection Approach
Ethical, rate-limited collection from Kayak’s publicly visible search-result and comparison pages — no credential bypass, no restricted API access.
Validation Before Delivery
Every batch runs through automated schema checks, then a manual spot-check pass before it ships.
Deduplication
Repeat pulls of the same route, date, or partner are collapsed into one clean historical record instead of duplicate rows.
Refresh Scheduling
Daily, weekly, or intraday cycles keep multi-partner pricing and forecast fields current without you having to request a re-pull.
Stable Schema
Field names and structure stay consistent release over release, so your ingestion pipeline doesn’t break on the next refresh.
Compliance
Only publicly available platform data is collected, consistent with standard commercial data practice and platform terms.
This methodology runs on the same Travel Data Scraping infrastructure behind our other travel-platform datasets — it’s a maintained pipeline, not a one-off project.
Delivered However Your Stack Expects It
Access the Kayak Dataset in flexible formats with delivery options designed for seamless integration into your existing systems, analytics tools, and data workflows.
CSV / Excel
Drop straight into Excel pricing models, Tableau dashboards, or Power BI reports.
JSON / API Feed
Documented schema, ready for direct ingestion into your application backend or data pipeline.
Cloud Storage / Database
Automated delivery to S3, SFTP, Snowflake, BigQuery, or Redshift on whatever cadence you set.
Pick the Plan That Matches Your Scope
Choose flexible Kayak Dataset pricing plans designed for your data volume, update frequency, and travel market research needs.
One-Time Dataset Purchase
From $219
A one-time Kayak dataset snapshot, delivered right away — no subscription commitment.
What’s included:
- Full point-in-time dataset snapshot
- CSV, JSON, or Parquet delivery
- Filter by route and destination before delivery
Enterprise License
Contact Sales
Full-catalog, global coverage with unlimited access and an SLA behind it.
What’s included:
- Unlimited API calls and delivery volume
- Dedicated account manager, 99.5% SLA
- Custom schema design and white-label delivery
A Team That’s Actually Built This Before
WebDataInsights delivers reliable Kayak Dataset solutions with accurate predictive metasearch data for market research and competitive intelligence.
Track Record at Scale
Millions of verified records collected and refreshed continuously across major global travel-metasearch platforms — Kayak is one of several, not a one-off build.
Support That Doesn’t Disappear After Launch
Dedicated account management, SLA-backed delivery, and proactive alerts if a schema ever needs to change.
Compliance-First, By Default
Only publicly accessible platform data is collected — no credential bypass, no restricted-API workarounds.
Custom Builds When You Need Them
Need a field, route, or destination we haven’t listed here? We build custom Kayak dataset configurations on request.
Questions People Actually Ask Us About the Kayak Dataset
These come from real conversations with airlines, OTA platforms, analysts, and engineering teams evaluating this dataset.
It’s a structured export of Kayak’s metasearch data — multi-partner flight and hotel price comparisons, Price Forecast buy/wait signals, Hacker Fare combinations, car-rental listings, and customer reviews — cleaned, deduplicated, and delivered as CSV, JSON, or an API feed.
A Hacker Fare combines two one-way tickets from different airlines into a cheaper “round trip” than either carrier’s own round-trip fare. The Kayak Flight Dataset flags these combinations as a distinct fare type, separate from standard round-trip results.
Yes. Where shown, the buy-now-versus-wait recommendation and its confidence indicator are captured alongside the underlying fare in the Kayak Pricing Dataset.
CSV, Excel (XLS/XLSX), JSON, and API feeds by default. Parquet is available on request for Spark, Databricks, Snowflake, or BigQuery pipelines.
Multi-partner pricing and forecast signals can refresh intraday on enterprise plans, since both can shift frequently. Listings update daily, and reviews update on a rolling basis.
Yes — tell us the routes, destinations, fields, and refresh cadence you need, and we scope the extract accordingly rather than delivering a generic full export.
Yes, more than two years of historical pricing and forecast-signal data, useful for evaluating how reliably the buy/wait recommendation has tracked actual fare movement.
All three. Kayak’s multi-vertical metasearch product is covered across flights, hotels, and car rentals within the same dataset structure.
Yes. Only publicly visible pages on Kayak’s platform are collected, using rate-limited, ethical methods. We don’t bypass logins or access restricted internal APIs.
A DIY scrape typically returns inconsistent, messy data and is likely to miss Hacker Fare combinations or the forecast signal entirely if it only checks standard round-trip results. This dataset is already normalized, deduplicated, and schema-stable, ready for analysis the same day it arrives.
Mostly airlines, OTA and booking platforms, market research firms, AI/ML teams, travel consultants, and investment analysts tracking the flight-metasearch sector.
Yes — automated delivery to S3, SFTP, Snowflake, BigQuery, or Redshift on whatever schedule you choose.
Get a Real Look at Kayak’s Predictive Metasearch Data
3.5M+ verified records, daily multi-partner pricing and forecast-signal refreshes, and 2+ years of historical depth across Kayak’s global platform — starting at $219.