Travel Intelligence — Managed Extraction

Real-time travel data,
at any scale.

Managed data extraction across flights, hotels, and car rental sites. Real-time API delivery, over 30 million requests a month, and the infrastructure to handle the most aggressively protected booking platforms on the internet.

Book a discovery call → Start for free

Real-time API delivery

Complex multi-step workflows handled

Dedicated account manager

What we deliver

30^M+

Requests processed per month

19⁺

Travel sources currently live

Verticals: flights, hotels, car rental

24^/7

Continuous real-time extraction

Tell us your target sites and data requirements. We scope and deliver in days, not months.

Book a call Email us instead

30^M+

Monthly requests

19⁺

Live travel sources

<1^s

Real-time API response

99^%+

Extraction success rate

Who we work with

Built for travel intelligence platforms
and OTA aggregators.

We are the data extraction layer underneath rate shopping tools, revenue management platforms, OTA aggregators, and competitive intelligence products. If your product depends on real-time travel pricing data, we handle the infrastructure so you can focus on the intelligence.

Discuss your requirements → Start for free

Coverage

Three verticals. 25+ live sources.
More available on request.

We extract and deliver structured pricing, availability, and inventory data across the three core travel verticals in real time.

✈️

Flights

Route pricing, fare classes, seat availability, and ancillary pricing across OTA and metasearch platforms. Extracted via web and mobile app on a continuous basis.

Kayak (web) Kayak (mobile app) EaseMyTrip MakeMyTrip Yatra (web) Yatra (mobile app)

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Hotels

Room rates, availability, length of stay pricing, rate parity signals, and cancellation policies across OTAs and direct brand booking engines, on web and mobile.

Per Person Holidays Priceline (web) Priceline (mobile) MakeMyTrip (web) MakeMyTrip (mobile) Best Western Choice Hotels Booking.com ↗ Expedia ↗ Hotels.com ↗ Airbnb ↗ VRBO ↗

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Car Rental

Vehicle class pricing, availability by location, insurance options, and add-on pricing across direct brand sites and OTA rental aggregators.

Avis Budget Rentalcars.com Auto Europe Hertz ↗

Current live coverage — 25+ sources across web and mobile

CarAvisDirect brand, US

HotelBest WesternDirect brand

CarBudgetDirect brand, US

HotelChoice HotelsDirect brand

HotelPer Person HolidaysAll rooms

HotelPer Person HolidaysHotel search

FlightKayakWeb

FlightKayakMobile app

PackageApple VacationsOTA packages

CarAuto EuropeOTA rental

FlightEaseMyTripWeb

HotelMakeMyTripMobile web

HotelMakeMyTripWeb

HotelPricelineMobile web

HotelPricelineWeb

PackagePricelinePackages

CarRentalcars.comOTA rental

FlightYatraMobile app

FlightYatraWeb

Available on request

Hotel Booking.com OTA — global coverage

Hotel Expedia OTA — global coverage

Hotel Hotels.com OTA — global coverage

Hotel Airbnb Short-term rental

Hotel VRBO Short-term rental

Car Hertz Direct brand

Don’t see a source you need? Most new sources go live within 5–10 business days. Tell us what you need →

Technical capability

Travel sites are the hardest
targets on the internet.

Airline and hotel booking platforms invest heavily in bot detection. Session-based pricing, multi-step form flows, CAPTCHA walls, and dynamic JavaScript rendering make most extraction tools fail. We have spent years building infrastructure specifically for these challenges.

🕵️

Multi-step form workflows

We navigate complex checkout flows with check-in and check-out date selection, passenger configuration, filter application, and results pagination. Up to three levels of form interaction handled automatically.

🤖

CAPTCHA resolution at scale

Automated CAPTCHA solving built into the extraction pipeline. No blocked requests accumulating overnight, no manual intervention required to keep feeds running.

🔍

Browser fingerprint rotation

Real browser rendering with rotating fingerprints defeats Cloudflare, Akamai, and PerimeterX detection. Your feeds stay live even when sites update their bot protection.

🌎

Residential proxy infrastructure

Geo-targeted residential proxies across 195 countries ensure accurate localised pricing and avoid datacenter IP blocks on rate-sensitive booking platforms.

What this means for your product

No data gaps during bot detection waves

When platforms tighten anti-bot measures, most extraction tools go dark. Our adaptive infrastructure maintains feed continuity through detection events.

Accurate session-based pricing

Travel platforms show different prices depending on session history and device signals. We manage clean sessions to ensure you receive the same pricing a real user would see.

Real-time rather than batch

Fares change hundreds of times a day. We deliver results via API in real time so your platform is working off current pricing, not last night's snapshot.

Schema consistency across sources

Every source we extract is normalised to a consistent schema. Your team integrates one API, not twenty different data structures from twenty different sites.

99^%+

Extraction success rate maintained across bot-protected travel sites

Delivery

Data delivered the way
your platform needs it.

We integrate with your existing stack. No bespoke infrastructure required on your side.

⚡

Real-time API

Query our extraction API directly and receive structured JSON results in real time. Designed for platforms that need live pricing on demand rather than scheduled batch files.

🔄

Scheduled feeds

Set a refresh cadence and receive delta updates automatically to S3, GCS, or SFTP. Ideal for daily rate monitoring and availability snapshots across large domain sets.

📊

Webhook alerts

Trigger webhooks on price change events above a defined threshold. Your revenue team gets notified the moment a competitor moves, not when they check the dashboard.

Use cases

What travel intelligence platforms
build with our data.

From rate parity monitoring to AI-powered pricing engines, these are the workflows our travel data extraction service powers.

Rate parity monitoring

Track hotel and airline pricing across OTA and direct channels in real time. Detect parity breaches the moment they occur and alert distribution teams before booking volume shifts.

Competitive rate intelligence

Monitor competitor pricing across target routes and properties continuously. Feed structured rate data directly into pricing engines and revenue management systems.

Dynamic pricing feed

Power AI-driven dynamic pricing models with real-time market data. Our extraction API delivers the live competitor pricing signal your algorithm needs to reprice accurately.

OTA aggregation and comparison

Aggregate pricing and availability data across dozens of OTAs into a single normalised feed. Power metasearch engines, comparison tools, and deal alert products.

Availability and inventory tracking

Monitor seat availability, room inventory, and vehicle stock across sources. Track how competitor inventory tightens ahead of peak periods and high-demand events.

AI model training data

Historical and real-time pricing datasets for training demand forecasting and fare prediction models. Structured, consistent schema across sources and date ranges.

How we onboard

From requirements to live data
in under two weeks.

We have done this for travel intelligence platforms before. Onboarding is fast because we know the sites, the challenges, and the data structures already.

Discovery call

A 30-minute call to understand your target sites, required data fields, refresh frequency, and delivery format. We come prepared with knowledge of most major travel platforms already.

Scope and schema

We define the extraction schema, delivery method, and SLA. You review and approve a sample schema before we build anything. No surprises in the data structure when we go live.

Build and test

We build the extractors, validate against your schema, and run a testing period across all target sites. You receive sample outputs to verify coverage and quality before go-live.

Live and monitored

Feeds go live with continuous monitoring on our side. You receive delivery dashboards and a named account manager who responds to issues the same day.

Get in touch

Ready to talk requirements?

We work best with teams who know what they need. If you have a list of target sites, a required schema, and a delivery format in mind, we can scope a project within 24 hours of your first call.

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