Traveller checking a digital boarding pass and online travel booking

Travel Data Scraping Services for Hotels, Flights, Rentals & Reviews

Track room rates, airfares, rental prices, availability and reviews across OTAs, hotel and airline sites, vacation rental platforms and review sites. Xwiz delivers clean, matched travel data your pricing, revenue and product teams can use, by destination, date and property.

Get a Free Travel Data Sample
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Travel Data That Keeps Up With Every Rate Change

Room rates, airfares and rental prices change several times a day, and the same hotel or flight is often priced differently on every booking site. Scraping travel data by hand, or with tools that get blocked, means your team decides on prices that have already moved. Xwiz tracks rates, availability, fees and reviews across OTAs, hotel and airline sites, vacation rental platforms and review sites, then matches each property, flight or car across sources. As part of our wider web scraping services, we deliver clean data that helps you price with confidence, protect parity and spot demand shifts early.

Travel Data Fields We Extract

Our travel data scraping covers 50+ fields across hotels, rates, flights, rentals, tours and reviews. Every record is matched by property, flight or listing, so you compare the same stay or trip across every booking site.

booking-site.com/hotels/lisbon/harbourview-suites
Hotels › Portugal › Lisbon › 12–14 Dec, 2 adults
Property & stars
Harbourview Suites ★★★★

Review score8.9 Excellent · 2,148 reviews
Room typeDeluxe Double Room
Stay2 nights
Total price & discount
€312€356-12%

Per night€156 / night
Rooms left● Only 2 left
CancellationFree cancellation
Meal planBreakfast included
STRUCTURED OUTPUTMatched ✓
{
  "property": "Harbourview Suites",
  "city": "Lisbon",
  "stars": 4,
  "review_score": 8.9,
  "review_count": 2148,
  "room_type": "Deluxe Double",
  "check_in": "2026-12-12",
  "nights": 2,
  "total_price": 312,
  "previous_price": 356,
  "price_per_night": 156,
  "currency": "EUR",
  "rooms_left": 2,
  "free_cancellation": true,
  "breakfast": true,
  "source": "booking-site.com",
  "scraped_at": "2026-11-02"
}
CSVExcelJSONAPI

Hotels & Stays

What the property offers
  • Property name
  • Star rating
  • Address
  • Coordinates
  • Room type
  • Bed type
  • Amenities
  • Meal plan
  • Cancellation policy
  • Rooms left

Rates & Pricing

What it costs, where
  • Nightly rate
  • Total price
  • Taxes & fees
  • Discount %
  • Member price
  • Currency
  • Price by date
  • Seller / OTA

Flights

How travellers get there
  • Airline
  • Flight number
  • Route
  • Departure & arrival
  • Fare
  • Cabin class
  • Stops
  • Baggage fee

Vacation Rentals & Car Hire

Where they stay and drive
  • Listing type
  • Bedrooms
  • Nightly rate
  • Cleaning fee
  • Availability calendar
  • Host type
  • Car category
  • Price per day
  • Pickup location
  • Mileage policy

Tours & Activities

What they do there
  • Activity name
  • Destination
  • Duration
  • Price per person
  • Available dates
  • Inclusions
  • Operator
  • Booking count

Reviews & Ratings

What travellers think
  • Review score
  • Review count
  • Review text
  • Review date
  • Traveller type
  • Category scores
  • Owner responses
  • Sentiment

Need a field that isn't listed? We'll scope it for your destinations and sources.

Get a Free Travel Data Sample

Our Travel Data Scraping Services

From room rates to tour prices, our travel data scraping services collect public data from OTAs, hotel and airline sites, rental platforms, activity marketplaces and review sites, and turn it into structured data your team can act on. Each service can run on its own or as part of one combined travel feed. We build the scrapers, check every record and fix them when sites change.

Hotel rate shopper comparing direct rates with OTA prices for Lisbon hotels, with parity breaks flagged

Hotel & Accommodation Rate Monitoring

See what every competitor charges for the same room, on the same night, on every booking site. We track nightly rates, taxes, room types, meal plans, cancellation rules and rooms left across OTAs and direct hotel sites, so revenue teams can protect rate parity and price with confidence. For deeper coverage, see our hotel data scraping services.

Track competitor room rates by date, room type and booking site.
Spot OTA undercuts and parity breaks against your direct rate.
Capture rooms left, meal plans and cancellation rules with every rate.
Vacation rental listings with nightly rates and cleaning fees, an availability calendar and occupancy stats

Vacation Rental Data

Short-term rentals now compete with hotels for the same travellers in most destinations. We collect listings, nightly rates, cleaning and service fees, availability calendars, minimum stays and host details from vacation rental platforms, so property managers, investors and hotels can measure supply, pricing and occupancy in every market they follow, week by week.

Collect nightly rates, cleaning fees and minimum stays per listing.
Track availability calendars to estimate occupancy by market.
Measure new supply and pricing trends across destinations.
Flight fare tracker showing lowest fares by route, schedule changes and fares by booking window

Flight Fare & Schedule Data

Airfares move several times a day and differ on every booking site. We collect fares, cabins, seats left, baggage fees, schedules and route changes from airline websites, OTAs and metasearch sites, matched by flight number and departure time so you compare like for like. For full coverage of airline data, see our dedicated flight data scraping services.

Track fares by route, date and cabin across airlines and OTAs.
Flag new routes, frequency cuts and schedule changes weekly.
Match the same flight across every site by number and time.
Car hire price table by car category and supplier at Lisbon airport, with fees and a demand alert

Car Rental Price Tracking

Car hire prices jump with demand around airports and holidays. We track daily rates by car category and supplier, plus insurance, young driver, one-way and mileage fees, across rental company sites and online booking platforms, so rental firms and travel sellers can price competitively and spot sold-out car categories before their customers do.

Compare daily rates by car category, supplier and pickup location.
Capture insurance, one-way, young driver and mileage fees.
Spot sold-out categories and demand spikes around peak dates.
Tours and activities in Lisbon with prices per person, ratings and the same activity compared across sites

Tours, Activities & Attractions Data

Tours and activities are one of the fastest-growing parts of travel, with prices that differ by site. We collect activity names, prices per person, durations, inclusions, available dates, ratings and booking counts from activity marketplaces and attraction sites, so operators and OTAs can benchmark prices and find the products travellers book most.

Compare the same activity’s price across marketplaces.
Track ratings, review counts and booking popularity.
Monitor available dates, inclusions and new products by city.
Hotel review scores across booking sites with a latest review and sentiment by topic

Travel Reviews & Reputation Data

Travellers read reviews before they book, and so should you. We collect review scores, review text, dates, traveller types and owner responses for hotels, rentals, airlines and activities across booking and review sites, then group comments by topic so you can see what drives ratings up or down for you and your competitors.

Collect review scores and text across booking and review sites.
Group comments by topic such as staff, cleanliness and location.
Benchmark your ratings and response rate against competitors.

See How Your Rates Compare on Every Booking Site

Send us the hotels, destinations, routes or activities you want to track. We’ll send a free sample dataset with matched properties and prices from the booking sites you choose, so you can check accuracy and coverage before you commit.

Get a Free Travel Data Sample No commitment · Public data only · NDA protected
SAMPLE RATE FEED✓ Matched
Harbourview Suites · 12 Dec
Deluxe Double, per night · same room
Hotel website (direct)€156
TripHub€156
StayNestLowest€149
Roomly€162
CSVExcelJSONAPI

Travel Websites & Platforms We Scrape

Our travel industry data scraping covers OTAs, metasearch sites, hotel chains, vacation rental platforms, airlines, car rental companies, activity marketplaces and review sites. We build a scraper for each source you pick, so rates, availability and reviews arrive in one clean format. Want the data turned into insights? See our travel intelligence services.

Online Travel Agencies

8
  • Booking.com
  • Expedia
  • Hotels.com
  • Agoda
  • Trip.com
  • Priceline
  • MakeMyTrip
  • eDreams

Metasearch Sites

6
  • Google Hotels
  • Google Flights
  • Skyscanner
  • Kayak
  • Trivago
  • Momondo

Hotel Chains

8
  • Marriott
  • Hilton
  • IHG
  • Hyatt
  • Accor
  • Wyndham
  • Radisson
  • Choice Hotels

Vacation Rentals

5
  • Airbnb
  • Vrbo
  • HomeToGo
  • Holidu
  • Plum Guide

Airlines

8
  • American Airlines
  • Delta Air Lines
  • United Airlines
  • British Airways
  • Lufthansa
  • Emirates
  • Ryanair
  • IndiGo

Car Rentals

7
  • Hertz
  • Avis
  • Enterprise
  • Sixt
  • Europcar
  • Budget
  • Rentalcars.com

Tours & Activities

6
  • Viator
  • GetYourGuide
  • Klook
  • Tiqets
  • Headout
  • Airbnb Experiences

Reviews & Maps

5
  • Tripadvisor
  • Google Maps
  • Yelp
  • Trustpilot
  • HolidayCheck

Don't see your travel site? Tell us the website and we'll check it for free

We collect publicly available data only. Brand names belong to their owners and are listed to show sources we can scrape, not partnerships.

Built for Hotels, OTAs & Travel Brands

Whether you sell stays, trips or experiences, or study the travel market, our travel industry data scraping is shaped around the decisions your team makes every week, from rates and availability to reviews and demand.

Hotels & Hospitality Groups

Compare your rates with every competitor on every booking site, catch OTAs undercutting your direct price and track review scores, so revenue managers can set the right rate for every night.

Most used forRate shopping, parity checks

OTAs & Booking Platforms

Check that your hotel, flight, car and activity prices stay competitive against other booking sites, fill gaps in your inventory, and keep property and product details accurate across thousands of listings.

Most used forPrice benchmarking, content checks

Vacation Rental Managers

See what similar homes charge in each area, how fees and minimum stays compare, and how busy the market is, so you can price every night and add listings where demand is strongest.

Most used forDynamic pricing, market sizing

Airlines & Car Rental Firms

Track competitor fares, routes, car categories and daily rates around airports and peak dates, and see how resellers price your products, so pricing teams can react the same day.

Most used forFare and rate monitoring

Tour Operators & Activity Providers

Benchmark your tour prices against similar products on every activity marketplace, track ratings and booking popularity, and spot new experiences launching in your destinations before they take your customers.

Most used forPrice benchmarking, product ideas

Travel Startups & Market Researchers

Power travel apps, price indexes, tourism reports and investment research with consistent travel data collected on a fixed schedule, without building and maintaining scrapers for dozens of booking sites.

Most used forPrice indexes, demand research

Travel Data Delivered the Way Your Team Works

No new tools to learn and no messy files to clean. Your rates, availability and review data arrive ready to use, in the format, channel and schedule that fit how your revenue, pricing or product team already works.

Your Preferred Format

One row per property, flight, car, activity or review, with the same columns every time, so files open straight in your spreadsheet, BI tool or database.

  • CSV
  • Excel
  • JSON
  • XML

Delivered Where You Work

Data lands directly in your systems, dashboards or data warehouse, so your team never has to download, upload or reformat anything.

  • REST API
  • Amazon S3
  • Google Sheets
  • SFTP
  • Email

On Your Schedule

Check rates several times a day for peak dates, track reviews and listings daily or weekly, or order a one-time dataset for a market study.

  • Intraday
  • Daily
  • Weekly
  • Monthly
  • One-time

Matched & Checked Data

We match the same hotel, flight or activity across booking sites, convert currencies, remove duplicates and check every file before delivery.

  • Property matching
  • Currency conversion
  • Deduplication
  • QA checks
99%Data accuracy
IntradayRefresh available
5Delivery channels
4File formats

How Our Travel Data Scraping Works

From your first message to scheduled data delivery, we handle every step of the scraping, matching and quality checks. You get clean travel data without building or maintaining a single scraper.

Share Your Destinations & Sources

Tell us the destinations, properties, routes or activities you want covered, which booking sites matter and how often to update. A list of hotels or URLs is enough to start.

01
List with map pin icon for sharing travel data requirements

Get a Free Sample

We scrape a sample from your chosen travel sites so you can check the fields, rates and format against your own data before you commit to anything.

02
Document with check mark icon for free travel data sample

Custom Scraper Setup

Our engineers build a scraper for each booking site, set up to handle dates, guest counts, currencies and layout changes, so your rates keep flowing without gaps.

03
Monitor with code icon for custom travel scraper setup

Property Matching & Quality Checks

We match the same hotel, flight or activity across sites by name, location and type, convert currencies, remove duplicates, and check every file before it reaches you.

04
Hotel buildings with check mark icon for property matching and data quality checks

Scheduled Data Delivery

Get travel data intraday, daily, weekly or monthly by API, Amazon S3, Google Sheets, SFTP or email. When a site changes, we fix the scraper so your feed keeps running.

05
Calendar with download arrow icon for scheduled travel data delivery

Why Choose Xwiz for Travel Data Scraping

Travel data is hard to get right: rates change several times a day, the same property is listed on many sites, and prices differ by date, guest count and country. Here's why hotels, OTAs and travel brands trust Xwiz with it.

Get in Touch
01

Every Property Matched Like for Like

We match hotels, rentals, flights and activities across booking sites by name, location, room or cabin type, so you always compare the same stay or trip.

02

Prices Seen the Way Travellers See Them

We search with the dates, guest counts, country and currency you choose, so you see the rates travellers in each market are actually offered.

03

Built for Rates That Change All Day

Scraping travel data once a week misses most price moves. We check peak dates several times a day at fixed times and timestamp every rate.

04

One Partner for Every Travel Segment

Hotels, rentals, flights, car hire, tours and reviews come from one team in one format, instead of separate tools and vendors for each source.

05

Fully Managed, Zero Maintenance

We monitor every booking site and fix scrapers as soon as layouts change, so your travel data keeps arriving without your team stepping in.

06

Public Data, NDA Protected

We collect only publicly listed rates, availability and reviews, never guest or booking records. Every project is covered by an NDA from day one.

Trusted by Clients Worldwide

Outstanding service! The team delivered accurate Amazon data much faster than expected, exceeding expectations impressively.

Emily Johnson
Emily JohnsonNew York, USA

The scraping solution was seamless and efficient, saving us countless hours of tedious manual research and analysis.

Liam Brown
Liam BrownSydney, Australia

Excellent communication and consistently reliable results keep our marketing team happy, confident, and fully supported throughout.

Sophia Martinez
Sophia MartinezToronto, Canada

Very professional team that customized the scraper precisely to our project requirements, ensuring perfect results.

Ahmed Al Mansoori
Ahmed Al MansooriDubai, UAE

Impressive accuracy and speed; we use Xwiz's Walmart scraper daily for pricing insights and confident decisions.

Chen Wei
Chen WeiShanghai, China

Quick turnaround and top-quality output make their service recommendable for any company seeking reliable data.

Olivia Wilson
Olivia WilsonLos Angeles, USA

They handled complex websites like Shein effortlessly, showing excellent attention to detail and responsive support.

Ethan Clark
Ethan ClarkMelbourne, Australia

Their data extraction helped us analyze competitors efficiently, supported by a reliable and strong team.

Rajesh Verma
Rajesh VermaSingapore

Smooth experience from start to finish; final data was perfectly formatted, clean, and consistently reliable.

Isabella Turner
Isabella TurnerVancouver, Canada

Affordable, accurate, and responsive, they exceeded expectations on every project, delivering consistently impressive results always.

Mohammed Rahman
Mohammed RahmanAbu Dhabi, UAE

Frequently Asked Questions About Travel Data Scraping

Answers to common questions about travel data, sources, legality and delivery.

Travel data scraping services collect publicly available data from OTAs, hotel and airline websites, vacation rental platforms, car rental sites, activity marketplaces and review sites, such as rates, availability, fees and reviews. Xwiz delivers it as clean, structured data, so your team can track the travel market without building or maintaining scrapers.

We extract hotel names, star ratings, room types, nightly and total rates, taxes, meal plans, cancellation rules, rooms left, rental listings and fees, airfares and schedules, car hire rates by category, tour prices and durations, and review scores and text. You choose the fields, and every source arrives in one format.

We scrape OTAs such as Booking.com, Expedia and Agoda, metasearch sites like Google Hotels, Skyscanner and Trivago, hotel chains, Airbnb and Vrbo, airlines, car rental companies, activity marketplaces like Viator and GetYourGuide, and review sites such as Tripadvisor. If your site isn’t listed, send us the URL and we’ll check it free.

Collecting publicly listed travel data, such as advertised rates, availability, schedules and published reviews, is generally legal in most markets. Xwiz never collects guest details, booking records or data behind logins, and every project is reviewed and covered by an NDA. For legal questions about your specific use, check with your own counsel.

You can get travel data several times a day, daily, weekly, monthly or as a one-time snapshot. Rate monitoring for peak dates usually runs several times a day, while reviews and listings often run daily or weekly. Every record is timestamped, so you can see exactly when prices or availability changed.

Yes. We collect the same room type for the same dates and guest count from OTAs, metasearch sites and the hotel’s own website, then match each property across sources. You see who sells it cheapest, where OTAs undercut your direct rate, and how rates differ by country and currency.

Yes. We collect publicly listed vacation rental data such as listing type, bedrooms, nightly rates, cleaning and service fees, minimum stays, availability calendars, ratings and host type. Property managers and investors use it to price each night, estimate occupancy and measure new supply in the markets they follow.

Every record is matched across sources by property, flight or activity, converted to one currency where needed, deduplicated and checked before delivery. Our travel industry data scraping runs at fixed times with the same dates and settings each run, and we fix scrapers as soon as a site changes its layout.

We deliver travel data as CSV, Excel, JSON or XML, with the same columns every time. Files can be sent by REST API, Amazon S3, Google Sheets, SFTP or email, so the data goes straight into your revenue management system, BI dashboard or data warehouse without manual work.

Yes. Share the destinations, properties, routes or activities you need, and we’ll scrape a free sample from your chosen travel sites. You can check the fields, accuracy and format against your own data before deciding on anything, with no commitment and an NDA in place.

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Share the websites or apps you need data from and what you want to collect. Our team will review your request and send a plan with a free sample dataset.

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