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Airbnb Web Scraping for Hotel Prices, Travel Data & API Solutions

Collect Airbnb flight data, hotel prices, availability, ratings, and travel listings at scale. Combine flight data scraping and hotel price monitoring through an Airbnb travel data API for businesses today.

TRUSTED BY 150+ TRAVEL, OTA & HOSPITALITY TEAMS TO WATCH Airbnb 24/7

Getting started

What Is Airbnb Data Scraping?

Airbnb data scraping is the automated collection of publicly listed information from Airbnb — hotel, flight and package listings, pricing, discounts, room or seat-level availability, cancellation policy, category data, ratings and reviews — turned into structured, revenue-ready datasets. This approach replaces manual, listing-by-listing and date-by-date checking with one repeatable pipeline covering every market, property and route you or your competitors list on, from full-catalog Airbnb hotel data extraction to flight-route price comparison.

Rather than tracking rates manually property by property, teams use Retail Scrape's unified Travel Scraper to run Airbnb room price comparison at scale — proxies, CAPTCHA handling and layout monitoring are handled for you, so your team works with clean output, not the collection process.

Data coverage

What Airbnb Data Can Be Scraped?

Retail Scrape's Airbnb data pipelines cover every data point travel, OTA and hospitality teams typically track on Airbnb, from a single property or route to a full destination across markets.

Airbnb Hotel Data

Hotel listings, amenities, room type and specifications, accessible via our Airbnb hotel data API and catalog detail extraction.

Airbnb Price & Promotion Data

Airbnb hotel price monitoring and Airbnb flight price tracking, tracked through stays, routes and date ranges.

Airbnb Availability Data

Airbnb hotel availability data and room or seat-level stock status, covering cancellation policy and minimum-stay per listing.

Ratings & Reviews Data

Star ratings, review counts and sentiment trends per property and route, tracked over time for quality and reputation monitoring.

Popular Listings & Category Ranking

Bestseller properties and routes, so you know which Airbnb listings are gaining demand within each category.

Inventory & Rate Plan Data

Rate-plan tracking across Airbnb, including sold-out and limited-availability status refreshed continuously.

Catalog

Airbnb Catalog Data Scraping

Full catalog data extraction across an entire destination or category on Airbnb, not just one-off property lookups. Useful for teams that need an Airbnb dataset at scale: property names, descriptions, images and amenity data to power catalog audits, content extraction, or cross-platform comparison.

Pricing

Airbnb Price Scraping

Airbnb price tracking combined with cross-platform rate monitoring across stays and routes — track Airbnb rates alongside Booking.com and Agoda listings to build one unified pricing intelligence feed. Feeds directly into our Pricing Intelligence and Dynamic Pricing Intelligence.

Reputation

Airbnb Reviews Data

Airbnb property reviews and ratings scraping extracts star ratings, review counts and review text structured for sentiment analysis, quality monitoring, or competitive comparison across a destination.

Market data

Airbnb Market & Competitor Data

Our Airbnb data services give you listing-level data on Airbnb — who's selling, at what rate, and how Airbnb competitor price analysis compares against other platforms. Core data for our Rate Parity Monitoring and Buy Box & Seller Monitoring solutions.

Visibility

Airbnb Category & Popularity Ranking

Search ranking and category data scraping together — track keyword position and bestseller-property rank movement on Airbnb to understand what's gaining or losing visibility, backed by re-crawls that never miss a change.

Use cases

Use Cases of Airbnb Data Extraction

Dynamic rate management

Feed live Airbnb rate and promotion data into your revenue team's workflow or repricing engine.

Airbnb competitor analysis

Compare catalogs, pricing and ranking against Booking.com, Hotels.com, Agoda and other OTAs.

Catalog & content enrichment

Benchmark property names, photos and amenity descriptions against top-ranking Airbnb listings.

Multi-market dataset builds

Track destination trends using Airbnb travel data across routes and properties over time.

Rate-parity compliance

Detect outdated pricing and rate-parity violations the moment they appear on Airbnb.

Destination & expansion planning

Identify underserved routes and destinations by comparing property and route-level availability across a market.

Why teams choose us

Benefits of Airbnb Data Scraping

What travel, OTA and hospitality teams gain by moving off manual tracking and DIY scripts for Airbnb.

01

Faster decisions

See rate, availability and ranking changes within minutes instead of finding out days later.

02

No maintenance burden

Layout changes, proxies and CAPTCHAs are handled for you, across every Airbnb category.

03

Consistent, clean data

Every record ships in the same structured schema, ready for BI tools and models.

04

Full market visibility

Track your catalog and competitors' side by side against Airbnb, not in separate systems.

05

Predictable cost

Fixed plan pricing instead of variable infrastructure and engineering time.

06

Built for scale

From a handful of properties to a full multi-market Airbnb catalog, without re-architecting your pipeline.

Sample output

An Airbnb dataset you can plug straight into your stack

Every record ships clean and consistently typed — no HTML fragments, no guesswork.

# Listing ID Property / Route Platform Location Category Price Regular Price Rating Reviews Availability Last Update
01 EX-1182934 Marriott Marquis, Times Square Airbnb New York, USA Hotel $299 $349 4.4★ 6,140 4 Rooms Left 2026-08-21 09:09 AM
02 EX-2247710 Flight, JFK–LAX (Delta) Airbnb New York, USA Flight $221 $249 4.2★ 720 Low Seats 2026-08-21 09:12 AM
03 EX-3315528 Shangri-La Hotel, Bangkok Airbnb Bangkok, Thailand Hotel ฿5,120 ฿5,820 4.7★ 4,980 3 Rooms Left 2026-08-21 09:15 AM
04 EX-4402271 Flight + Hotel Package, Cancún Airbnb Cancún, Mexico Package $689 $799 4.5★ 1,260 Available 2026-08-21 09:18 AM
05 EX-5519643 Economy Car Rental Airbnb Orlando, USA Car Rental $38/day $46/day 4.3★ 1,140 Available 2026-08-21 09:21 AM
06 EX-6608817 Flight, LHR–DXB (Emirates) Airbnb London, UK Flight £512 £549 4.6★ 890 Sold Out 2026-08-21 09:24 AM

Sample data shown — our Travel Scraping API returns full records with all scraped Airbnb fields.

Access Full Airbnb Dataset

FAQ

Common questions about Airbnb data scraping

What is Airbnb data scraping?

Airbnb data scraping is the automated collection of publicly listed hotel, flight, package, pricing, discount, availability, rating and review information from Airbnb, turned into structured data for analysis or downstream systems.

What Airbnb data can be extracted?

Commonly extracted data includes Airbnb hotel and flight listings, room and seat-level pricing, promotions and discounts, availability and cancellation policy, ratings and reviews, and category-level catalog data.

Can Airbnb data be compared against other OTAs?

Yes. We track Airbnb alongside Booking.com, Hotels.com, Agoda and other OTAs from a single unified pipeline scoped to any country, city, date range, category or property.

Is Airbnb web scraping legal?

We collect only information that is publicly visible on Airbnb's storefront, apply rate-limiting, and give clients configurable controls so extraction fits their own compliance requirements.

How is Airbnb data delivered?

Data is delivered as JSON or CSV over a REST API, scheduled feed, or direct warehouse delivery, with refresh intervals configurable from near real-time to daily snapshots.

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