Airbnb Scraper

Scrape Airbnb listings worldwide — prices, ratings, GPS coordinates, amenities, host info, availability calendars, and more. No browser, no API key, no login required.

---

Why this scraper?

⚡ Ultra-fast — results in seconds

HTTP-only, no browser to launch. First results in ~8 seconds. 1,000 listings in under 2 minutes at concurrency: 3.

💰 Lowest price on the market — $0.79/1,000

Roughly 60–80% cheaper than alternatives. Runs without proxy by default, keeping infrastructure costs near zero.

🌍 Any location worldwide

City names, neighbourhoods, regions, or direct Airbnb search URLs. Amsterdam, New York, Tokyo, Bali — works everywhere Airbnb does.

♾️ No listing cap

Our proprietary market-discovery algorithm exposes every listing in a city — not just the first page. Thousands of results per run, automatically.

📅 Availability calendar — up to 12 months forward

Per-day availability, min/max night stays, and nightly pricing for up to 12 months. Perfect for revenue management, arbitrage analysis, or dynamic pricing models.

⭐ Rich data — 60+ fields per listing

GPS coordinates, amenity flags, host profiles, per-category star ratings, house rules, cancellation policy, min/max nights, check-in times, safety items, and more.

📡 Monitoring / incremental mode

Track new listings automatically across runs — previously seen listings are de-duplicated against a persistent store so you only pay for genuinely new results.

---

Input parameters

Field	Type	Default	Description
locationQueries	string[]	[]	Location names — city, neighbourhood, region, country
startUrls	object[]	[]	Pre-built Airbnb search URLs
listingUrls	object[]	[]	Direct /rooms/{id} URLs for specific listings
checkIn	string	—	Check-in date YYYY-MM-DD
checkOut	string	—	Check-out date YYYY-MM-DD
adults	integer	2	Number of guests
currency	string	USD	ISO 4217 currency code (see note on KRW/IDR below)
locale	string	en-US	BCP 47 locale
priceMin	integer	—	Minimum nightly price
priceMax	integer	—	Maximum nightly price
minBedrooms	integer	—	Minimum bedrooms
minBeds	integer	—	Minimum beds
minBathrooms	number	—	Minimum bathrooms
skipDetailPages	boolean	false	Skip detail enrichment (faster, fewer amenity fields)
includeReviews	boolean	false	Fetch guest reviews
maxReviewsPerListing	integer	50	Max reviews per listing
calendarMonths	integer	0	Months of availability calendar (0–12)
concurrency	integer	2	Parallel price-bucket workers (1–5, see performance section)
monitoringMode	boolean	false	Incremental / monitoring mode
maxResults	integer	0	Cap total results (0 = unlimited)
useProxy	boolean	false	Enable residential proxy for geo-specific pricing

---

Output schema

Always present (search results)

Field	Type	Description
id	string	Airbnb listing ID
url	string	Listing URL (airbnb.com/rooms/{id})
title	string	Listing name
subtitle	string	Short subtitle
property_type	string	Apartment, Boat, Villa, etc.
room_type	string	Entire place / Private room / Shared room / Hotel room
price_per_night	number	Nightly rate in requested currency
pricing_currency	string	ISO currency code
overall_rating	number	Star rating 0–5
review_count	integer	Total reviews
bedrooms	number	Number of bedrooms
beds	number	Number of beds
bathrooms	number	Number of bathrooms
host_is_superhost	boolean	Superhost status
is_guest_favorite	boolean	Guest Favorite badge
latitude	number	GPS latitude
longitude	number	GPS longitude
thumbnail	string	Primary image URL
images	string[]	All image URLs
badges	string[]	SUPERHOST, GUEST_FAVORITE, etc.
cancellation_policy	string	"free" when listing has free cancellation
cancellation_policy_name	string	"Free cancellation" label
is_new_listing	boolean	Newly listed property
scraped_at	string	ISO 8601 timestamp

With skipDetailPages: false (default)

Field	Type	Description
amenities	string[]	Full amenities list (50+ items)
amenity_wifi	boolean	WiFi available
amenity_kitchen	boolean	Kitchen available
amenity_parking	boolean	Parking available
amenity_pool	boolean	Pool available
amenity_gym	boolean	Gym / fitness center
amenity_air_conditioning	boolean	AC available
amenity_washer	boolean	Washer available
amenity_workspace	boolean	Dedicated workspace
amenity_hot_tub	boolean	Hot tub available
description	string	Full listing description
house_rules	string[]	Complete house rules list
safety_items	string[]	Safety & property considerations
pets_allowed	boolean	Pets allowed
smoking_allowed	boolean	Smoking allowed
parties_allowed	boolean	Events / parties allowed
self_check_in	boolean	Self check-in available
check_in_after	string	Earliest check-in time (e.g. "3:00 PM")
check_out_before	string	Latest check-out time (e.g. "11:00 AM")
max_guests	number	Maximum guest count
host_name	string	Host first name
host_response_rate	string	Host response rate
host_is_verified	boolean	Host identity verified
host_years_hosting	number	Years hosting on Airbnb
review_cleanliness	number	Cleanliness rating 0–5
review_accuracy	number	Accuracy rating 0–5
review_communication	number	Communication rating 0–5
review_location_score	number	Location rating 0–5
review_checkin_score	number	Check-in rating 0–5
review_value_score	number	Value rating 0–5
reviews	object[]	Guest reviews (if includeReviews: true)

With calendarMonths > 0

The calendar_data field contains one entry per day for the requested range:

Field	Type	Description
calendar_data	object[]	Per-day availability array
min_nights	number	Minimum stay requirement (from first available day)
max_nights	number	Maximum stay requirement

Each calendar_data entry:

{
  "date": "2026-08-01",
  "available": true,
  "bookable": true,
  "available_for_checkin": true,
  "available_for_checkout": false,
  "min_nights": 3,
  "max_nights": 30,
  "price": "€205"
}

---

Examples

1. Quick city search

{
  "locationQueries": ["Amsterdam"],
  "maxResults": 200,
  "currency": "EUR",
  "concurrency": 3
}

2. Filtered search with dates

{
  "locationQueries": ["Barcelona, Spain"],
  "checkIn": "2026-07-15",
  "checkOut": "2026-07-22",
  "adults": 2,
  "priceMin": 80,
  "priceMax": 300,
  "minBedrooms": 2,
  "currency": "EUR"
}

3. Specific listings with calendar

{
  "listingUrls": [
    {"url": "https://www.airbnb.com/rooms/580870087750124077"},
    {"url": "https://www.airbnb.com/rooms/802052"}
  ],
  "calendarMonths": 3,
  "includeReviews": true
}

4. Daily monitoring feed

{
  "locationQueries": ["Miami Beach, FL"],
  "monitoringMode": true,
  "skipDetailPages": true,
  "currency": "USD"
}

---

💰 Pricing

$0.79 per 1,000 results — pay only for successfully scraped listings.

Results	Cost
100	~$0.08
1,000	~$0.79
10,000	~$7.90
100,000	~$79.00

Flat-rate alternatives charge $29–$99/month. Other per-result scrapers charge $2.00–$4.50 per 1,000 results — 2.5× to 5.7× more expensive.

---

🚀 Performance & concurrency

Set concurrency to scrape multiple price buckets simultaneously. Default is 2.

Concurrency	Speed	Best for
1	~900/min	Maximum reliability, very large runs
2 (default)	~1,200/min	Balanced — good for most use cases
3 (recommended)	~1,500/min	Fast city scrapes, 1.6× speedup
5	~1,500/min	Same as 3 — no extra benefit above 3

Higher concurrency uses the same number of requests and costs the same — it just finishes faster by running price buckets in parallel.

Scenario	Time	Listings
Quick test (maxResults: 5)	~8s	5
20 listings	~15s	20
1,000 listings (concurrency: 3)	~40s	1,000
Full city, limited range	~5–10 min	2,000+

skipDetailPages: true for fastest runs. Detail enrichment adds ~2s per listing for amenities, host info, house rules, and calendar data.

---

Known limitations

• Prices shown are base nightly rates without check-in/check-out dates. Set checkIn / checkOut for exact stay pricing.
• Cleaning fees, service fees, and taxes are not available in search results (only shown in Airbnb's booking checkout flow).
• Calendar prices (calendar_data[].price) are null without date parameters — availability data is always present.
• Very large cities at unlimited price ranges may take 30+ minutes to fully exhaust a market.
• KRW (Korean Won) and IDR (Indonesian Rupiah): Airbnb geo-restricts these currencies from datacenter IPs. The scraper automatically falls back to USD for Seoul and Bali searches — a currency_fallback_note field is added to each result. Use useProxy: true for native KRW/IDR pricing.
• Enable useProxy: true for geo-specific results or if a run returns 0 items.

---

Technical details

• Pure HTTP scraping — no headless browser, no Playwright, no Puppeteer
• No proxy required by default; optional residential proxy for geo-specific pricing
• Proprietary full-market discovery algorithm — bypasses standard listing caps
• Progressive saving — listings written to dataset as discovered (safe for long runs)
• Circuit breaker and health signals on every run

---

Additional services

Need a custom data feed, scheduled runs, or data warehouse integration? Contact unfenced-group.

---

Part of the Unfenced Group scraper portfolio. Built by unfenced-group · Issues? Open a ticket or send a message.