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Live flight, stay & fare intelligence

Travel Scraper for Real-Time Flight, Hotel & Travel Marketplace Data

Web Fusion Data's travel scraper pulls structured flight, hotel, fare and availability data straight from the airlines, OTAs and metasearch sites travelers book through — refreshed on your schedule, delivered in the format your systems already use.

NYC LIS Fri, Oct 9 · Economy · Nonstop
$412 ▲
Atlantic Air Airline
↓ 6% this week Fare trend
Economy Flex Cabin
7 at this fare Seats left
LON → BKK SkyRoute Air $589 ▼9%
Aria Grand Hotel, Rome Booking.com $189 ▲4%
SFO → TYO Pacific Wing $687 ▲2%
Coral Bay Resort, Bali Airbnb $96 ▼12%
BER → IST EuroLink $214 ▲1%
The Marlow, Lisbon Expedia Sold out ▼
SYD → SIN Southern Cross $398 ▲3%
Casa Verde, Mexico City Trivago $96 ▲2%
LON → BKK SkyRoute Air $589 ▼9%
Aria Grand Hotel, Rome Booking.com $189 ▲4%
SFO → TYO Pacific Wing $687 ▲2%
Coral Bay Resort, Bali Airbnb $96 ▼12%
BER → IST EuroLink $214 ▲1%
The Marlow, Lisbon Expedia Sold out ▼
SYD → SIN Southern Cross $398 ▲3%
Casa Verde, Mexico City Trivago $96 ▲2%

What is a Travel Scraper and How Does It Work?

A travel scraper is an automated system that visits airline sites, hotel platforms and travel marketplaces, reads the flight, fare, room and availability information on them, and turns that raw page content into clean, structured data. Web Fusion Data runs this process continuously across the routes, cities and dates you track, so the fares and rates in front of you are never more than a refresh cycle old — in a market where the same seat can price three different ways in the same afternoon.

01

Search & access

Rotating IPs and locations run searches the way a real traveler comparing routes and dates would.

02

Render & crawl

A headless browser layer runs page scripts so dynamically loaded fares and rates appear.

03

Parse & extract

Page-specific parsers pull flight, hotel, fare and availability details field by field.

04

Validate & structure

Records are deduplicated, checked and mapped to one consistent schema across every source.

05

Deliver

Clean datasets land in your API, storage bucket or database on the schedule you set.

Powerful Features of Our Travel Scraper

Built to handle the volatility of modern fare engines and rate systems without breaking your pipeline.

RT

Real-time fare tracking

Refresh cycles from minutes to daily, matched to how fast a route or property actually reprices.

JS

Full JS rendering

Headless rendering captures fares and rates that only load after dynamic search results run.

MC

Multi-city & date-range search

Crawl entire route and date matrices at once instead of one search at a time.

FP

Fare prediction signals

Historical fare and rate patterns structured for your own price-prediction models.

CR

Scheduled crawls

Set recurring jobs by route list, property list or full market coverage on any cadence.

MAP

Custom field mapping

Map any platform's fields to your own schema so every source lands in one consistent table.

SC

Elastic scale

From a handful of routes to global market coverage, the pipeline scales without a rebuild.

QA

Continuous data QA

Automated checks flag broken selectors or fare anomalies before data reaches you.

Travel & Booking Platforms Supported by Our Travel Scraper

Pre-built parsers for the airlines, OTAs and metasearch platforms travelers already book through, plus onboarding for any site you name.

Google FlightsSkyscannerKayakExpediaBooking.comAirbnbAgodaTrivagoTripAdvisorHopperMakeMyTripTravelokaAirline booking sites+ any travel platform on request

Datasets Generated by Our Travel Scraper

One crawl, six ready-to-use datasets — pick the ones that feed your workflow.

01

Flight & route dataset

Airlines, routes, schedules, aircraft and cabin details for every flight tracked.

02

Fare & rate dataset

Current fare, fare class, taxes and fare history across dates and routes.

03

Hotel & property dataset

Property details, room types, amenities and star ratings for tracked stays.

04

Review & rating dataset

Star ratings, review volume, review text and traveler-type signals.

05

Availability & booking dataset

Seat and room availability, booking windows and waitlist status.

06

Demand & trend dataset

Search volume and fare-movement signals for trending routes and destinations.

Flight Data Fields Extracted by Our Travel Scraper

flight_id
Platform-assigned identifier for the specific flight search result
airline
Operating and marketing carrier for the flight
flight_number
Flight number as displayed on the booking result
origin_destination
Departure and arrival airports for the route
departure_arrival_time
Scheduled departure and arrival times, including layovers
duration_stops
Total journey duration and number of stops
aircraft_type
Aircraft model operating the flight, where disclosed
cabin_class
Economy, premium economy, business or first class option
baggage_allowance
Included checked and cabin baggage allowance for the fare
booking_url
Canonical URL of the source search result or booking page

Hotel & Accommodation Data Fields Extracted by Our Travel Scraper

property_id
Platform-assigned identifier for the hotel or property listing
property_name
Name of the hotel, resort or short-term rental listing
star_rating
Official or platform-assigned star classification
location
Address and geo-coordinates of the property
amenities
Listed amenities such as pool, breakfast, parking and Wi-Fi
room_types
Available room categories and their occupancy limits
host_or_chain
Managing host, brand or hotel chain behind the listing
cancellation_policy
Refund and cancellation terms shown on the listing
property_url
Canonical URL of the source listing

Customer Review Data Extracted by Our Travel Scraper

rating
Average rating shown on the flight, hotel or activity listing
review_count
Total number of reviews submitted for the listing
review_text
Full text of individual traveler reviews
reviewer_name
Display name attached to the review, where publicly shown
verified_stay_flag
Flag indicating whether the review is tied to a verified booking
traveler_type
Business, leisure, family or solo traveler tag, where the platform provides one
review_date
Date the review was posted
helpful_votes
Number of users who marked the review as helpful

Fare & Pricing Data Fields Extracted by Our Travel Scraper

current_fare
Live fare or nightly rate shown to the traveler at crawl time
fare_class
Fare bucket or rate plan the price belongs to
currency
ISO currency code for the listed fare or rate
fare_history
Time-stamped fare or rate points collected across crawl cycles
taxes_and_fees
Taxes, surcharges and mandatory fees shown alongside the base fare
refundable_flag
Whether the fare or rate is refundable or changeable
loyalty_points
Reward points or miles earned on the booking, where disclosed

Availability & Booking Window Tracking with Our Travel Scraper

Seat and room availability refresh on the same cycle as fares, so a sell-out or last-minute release shows up before it shows up in a missed booking.

Available

Open for booking

Live seat or room availability signal alongside the current fare or rate.

Limited

Low-availability alerts

Configurable thresholds trigger alerts when a route or property is nearly sold out.

Sold out

Waitlist & release tracking

Sold-out timestamps, waitlist status and newly released inventory by date.

Travel Scraper API & Data Delivery Options

  • API
    REST API accessQuery flights, hotels and fares on demand from your own application.
  • HOOK
    WebhooksGet pushed the moment a tracked fare, rate or availability status changes.
  • FILE
    JSON, CSV & XLSX exportsScheduled file drops in the format your analysts already work in.
  • CLOUD
    Cloud storage deliveryDirect delivery to S3, Google Cloud Storage or Azure Blob buckets.
  • DB
    Database pushData lands straight in your warehouse via managed connectors.
  • CRON
    Flexible schedulingHourly, daily or weekly refresh cycles, set per route or property list.
{ "flight_id": "WFD-7742108", "route": "NYC-LIS", "airline": "Atlantic Air", "fare": { "current": 412.00, "class": "economy_flex", "currency": "USD" }, "seats_left": 7, "refundable": true, "platform": "Google Flights", "crawled_at": "2026-07-20T04:12:00Z" }

Business Use Cases of Our Travel Scraper

01

Fare & rate intelligence

Track competitor fares and hotel rates across routes and markets in real time.

02

Dynamic pricing for OTAs

Feed live fare and rate data into your own pricing and ranking engine.

03

Demand & trend forecasting

Spot rising routes and destinations before they peak in search volume.

04

Off-peak & hidden-city fare tracking

Surface lower-cost routing patterns and shoulder-season pricing opportunities.

05

Review sentiment analysis

Turn traveler review text into structured sentiment signals by property or route.

06

Loyalty & rewards benchmarking

Compare points-earning rates and redemption value across airlines and hotel chains.

07

Metasearch & comparison platforms

Power comparison sites with a constantly refreshed fare and rate feed.

08

Corporate travel cost management

Track fare and rate trends across the routes and properties your travelers book most.

Why Choose Our Travel Scraper?

Web Fusion Data is built for teams who need flight and hotel data they can build a pricing or forecasting decision on — not just a stale fare snapshot.

99.9%
Crawl uptime across supported platforms
35+
Airlines, OTAs and metasearch sites covered
99.4%
Field-level data accuracy on delivered records
<1hr
Fastest available refresh cycle

Ready when you are

Get Started with Our Travel Scraper

Tell us the routes, properties and fields you need — Web Fusion Data will scope a crawl and send back a sample dataset within one business day.

FAQs

Travel Scraping Services

Frequently Asked Questions

Is flight and hotel scraping legal?
We collect only publicly available page data, respect platform terms where required, and apply rate limits designed not to disrupt the source site. We're glad to walk through the specifics for your use case before you start.
How fresh is the fare and rate data?
Refresh cycles range from under an hour for fast-moving fares to daily for property-level attributes, set per project based on how quickly that route or market actually reprices.
Can you scrape JavaScript-heavy booking engines?
Yes. A headless rendering layer executes page scripts before extraction, so fares and rates loaded dynamically by search engines are captured correctly.
What formats can data be delivered in?
JSON, CSV and XLSX exports, a REST API, webhooks, direct cloud storage delivery, or a push straight into your database or warehouse.
How do you handle CAPTCHAs and anti-bot systems?
Rotating IP pools, browser fingerprint management and adaptive crawl pacing are built into every job, with a dedicated team monitoring for new blocking patterns.
Can I request a travel platform that isn't on your list?
Yes, custom parser builds are part of the service. Send us the platform and the fields you need and we'll scope the build.
Is there a free trial or sample dataset?
Yes, request a sample dataset for your routes or markets of choice before committing to a plan.
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Contact Us Now!

At WebFusionData, we specialize in cutting-edge web scraping solutions to help you unlock valuable insights and drive business growth. Whether you need custom data extraction, real-time monitoring, or large-scale web scraping, our team is here to assist you.

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Ready to get started? Contact us for a personalized quote.