Airbnb Data Extraction
Extract publicly available data from Airbnb at scale using AlterLab's API — JavaScript rendering, structured extraction, and automatic retries in one request.
Website Compatibility Notes
Airbnb uses advanced bot protections with React-based rendering and dynamic API calls for pricing and availability. The listing detail page requires full JavaScript execution to display amenities, reviews, and host information. Airbnb applies geographic and behavioral fingerprinting. Availability calendars and pricing require additional interaction beyond the initial page render.
Technical Context
Airbnb listing URLs contain a room ID (/rooms/{room_id}). Pricing is date-specific and varies by availability — the nightly price shown without dates is a 'starting from' price. Amenities are grouped into categories (bathroom, bedroom, entertainment, etc.) and rendered in expandable sections. The listing location shows a neighborhood but not the exact address for privacy reasons. Host profile data is linked from the listing page.
Common Data Fields
Typical fields available when extracting data from Airbnb:
Responsible Use
AlterLab is designed for extracting publicly available data. Always review the terms of service for any website you access, respect robots.txt directives, and ensure your use case complies with applicable laws in your jurisdiction. Do not use this service to access non-public, authenticated, or personally identifiable data without appropriate authorization.
Quick Start — Extract from Airbnb
# Always verify the target site's robots.txt and terms of service before extracting data.
curl -X POST https://alterlab.io/api/v1/scrape \
-H "X-API-Key: YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"url": "https://www.airbnb.com/rooms/12345678",
"advanced": { "render_js": true }
}'Need an API key? — no credit card required.
Python Example
import requests
# Always verify the target site's robots.txt and terms of service before extracting data.
response = requests.post(
"https://alterlab.io/api/v1/scrape",
headers={
"X-API-Key": "YOUR_API_KEY",
"Content-Type": "application/json",
},
json={
"url": "https://www.airbnb.com/rooms/12345678",
"advanced": {"render_js": True},
},
)
data = response.json()
print(data["content"][:500]) # First 500 chars of extracted contentFrequently Asked Questions
How do I extract Airbnb listing data?
Send Airbnb listing URLs to AlterLab with JavaScript rendering enabled. AlterLab renders the React application and returns listing titles, descriptions, prices, amenities, host info, and review scores.
Can I extract Airbnb search results?
Yes. AlterLab renders Airbnb search pages and returns listing cards with titles, prices per night, ratings, property types, and availability for the searched dates.
What Airbnb data is publicly accessible?
Publicly visible data includes listing titles, descriptions, photos, amenities, house rules, location areas, nightly prices, review scores, and host response rates.
How do I get accurate pricing from Airbnb listings?
Include check-in and check-out dates in the Airbnb search URL. Without dates, prices shown are approximate 'starting from' rates. With dates, the price reflects actual availability and cleaning fees, enabling accurate comparison.
Can I track Superhost status on Airbnb?
Yes. Superhost status is displayed as a badge on listing pages and host profiles. AlterLab renders these pages and returns the Superhost indicator along with other host metrics like response rate and response time.
How do I collect Airbnb review data?
Airbnb reviews appear on the listing page with reviewer names, dates, and review text. The first batch of reviews renders with the page — additional reviews require paginating through the review section. AlterLab renders the initial review set which is typically the most recent and most helpful reviews.
Related Use Cases
Developer Scraping Resources
How to Scrape Airbnb Data: Complete Guide
Step-by-step tutorial with Python and Node.js code examples, structured extraction, and cost breakdown for Airbnb scraping.
How to Handle Bot Protection Challenges
All 6 detection layers explained: TLS fingerprinting, JS challenges, Turnstile, and more.
JavaScript Rendering API
Full browser rendering for SPAs, React, and dynamic content.
Python Web Scraping API
pip install alterlab — async-ready Python SDK with 5,000 free scrapes.
Pricing
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Your first scrape.
Sixty seconds.
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Just a POST request.
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