Airbnb Stay Listings
Airbnb rental listings — location, price breakdown, rating, reviews, rooms, beds, host badges and coordinates.
499 rows in the dataset
Download the dataset
Get every row this scraper has collected as one CSV or JSONL file. If the data is older than maxAgeHours, the scraper is re-run with its configured settings first. The key needs the datasets:export scope.
DOWNLOAD_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/datasets/airbnb-listings/downloads" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -H "Content-Type: application/json" \ -d '{"maxAgeHours":24,"format":"csv"}' | jq -r '.id')while true; do STATUS=$(curl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID" \ -H "Authorization: Bearer $PANDORLABS_KEY" | jq -r '.status') [ "$STATUS" != "refreshing" ] && break sleep 5donecurl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID/file" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -o dataset.csvAt its current 499 rows, this download costs 5 credits when the data is fresh enough, or 10 credits when it has to be refreshed first.
The rate is 1 credit per 100 rows cached and 2 credits live, charged on the rows in the dataset when the download becomes ready. A failed refresh is not charged. The file stays downloadable for 24 hours. See pricing.
Start a run
To choose the targets yourself, send the parameters below as input. The call returns 202 with the run; the key needs the scrapers:run scope and the account a positive credit balance.
curl -X POST "https://api.pandorlabs.com/v1/scrapers/airbnb-listings/runs" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -H "Content-Type: application/json" \ -d '{ "input": { "location": "Lisbon, Portugal", "checkin": "2026-10-10", "checkout": "2026-10-14", "adults": 2 } }'A run is billed at the live rate once it finishes: 2 credits per 100 rows it collected. A run that collects nothing costs nothing.
Parameters
Every parameter is optional. Anything you leave out uses the default shown here; an unknown name or an invalid value is rejected with a 400 that lists each problem.
Search
locationstring
Destination
Typed exactly as it would be into Airbnb’s search box. Ignored when map bounds are set.
- Default
Lisbon, Portugal- Example
Lisbon, Portugal
checkinstring
Check-in
YYYY-MM-DD. Leave both dates empty for undated prices — Airbnb then quotes its own default stay, which is not comparable between runs.
- Default
- none
- Example
2026-10-10
checkoutstring
Check-out
YYYY-MM-DD. Only applied together with a check-in.
- Default
- none
- Example
2026-10-14
adultsnumber
Adults
Guest count filters out listings too small for the party, so it changes which listings exist, not only their price.
- Default
2- Range
- 1 to 16
childrennumber
Children
- Default
0- Range
- 0 to 15
currencystring
Currency
ISO code. Airbnb renders every price in it, so mixing currencies between runs makes the price columns incomparable.
- Default
USD- Example
USD
maxListingsnumber
Max listings per run
Rows upsert on re-run, so this bounds one run rather than the dataset.
- Default
540- Range
- 1 to 50000
Filters
priceMinnumber
Min price per night
0 leaves the filter off.
- Default
0- Range
- 0 to 100000
priceMaxnumber
Max price per night
0 leaves the filter off. Bounds are per night before fees, in the run’s currency, and Airbnb applies them server-side — a 30-60 cap and a 400 floor return visibly different markets.
- Default
0- Range
- 0 to 100000
infantsnumber
Infants
- Default
0- Range
- 0 to 5
petsnumber
Pets
Non-zero restricts results to pet-friendly listings.
- Default
0- Range
- 0 to 5
Advanced
mapBoundsstring
Map bounds
swLat,swLng,neLat,neLng. Searches a viewport instead of a named destination — the way to cover an area with no Airbnb place id, or to sweep a city in tiles.
- Default
- none
- Example
41.34,2.10,41.42,2.23
placeIdstring
Place id
Google place id for the destination. Worth setting where the name is ambiguous; Airbnb resolves the text itself otherwise.
- Default
- none
- Example
ChIJ…
zoomLevelnumber
Zoom level
Accompanies map bounds. Only affects how Airbnb clusters, not what it returns.
- Default
12- Range
- 1 to 20
maxPagesnumber
Max pages
Airbnb hands out 15 page cursors (18 results each) and then stops; pages beyond that need deep paging, and repeat more the further they go.
- Default
30- Range
- 1 to 200
deepPagingboolean
Page past Airbnb’s last cursor
Airbnb stops issuing cursors after page 15, but still answers a hand-built one — its cursor is just a base64 result offset. Measured on Lisbon, that took one search from 229 listings to 331. Turn it off to stay strictly inside what Airbnb offers.
- Default
true
localestring
Locale
Response language. Changing it changes the number formatting inside the price strings, which the price parser assumes is English.
- Default
en
requestDelayMsnumber
Delay between pages (ms)
- Default
1200- Range
- 0 to 60000
apiKeystring
API key override
Defaults to AIRBNB_API_KEY, then the public browser key airbnb.com ships in its own page source. Set only if Airbnb rotates that key.
- Default
- none
persistedQueryHashstring
Persisted query hash
The hash in the request path. Airbnb ignores it because the request carries its own query document, so this is here for the day it stops doing so.
- Default
- none
Input as JSON Schema
The same schema the API validates against. Use it as a tool input schema or to generate a typed client.
{ "type": "object", "additionalProperties": false, "properties": { "location": { "type": "string", "maxLength": 2000, "title": "Destination", "description": "Typed exactly as it would be into Airbnb’s search box. Ignored when map bounds are set.", "default": "Lisbon, Portugal", "examples": [ "Lisbon, Portugal" ] }, "checkin": { "type": "string", "maxLength": 2000, "title": "Check-in", "description": "YYYY-MM-DD. Leave both dates empty for undated prices — Airbnb then quotes its own default stay, which is not comparable between runs.", "examples": [ "2026-10-10" ] }, "checkout": { "type": "string", "maxLength": 2000, "title": "Check-out", "description": "YYYY-MM-DD. Only applied together with a check-in.", "examples": [ "2026-10-14" ] }, "adults": { "type": "number", "minimum": 1, "maximum": 16, "title": "Adults", "description": "Guest count filters out listings too small for the party, so it changes which listings exist, not only their price.", "default": 2 }, "children": { "type": "number", "minimum": 0, "maximum": 15, "title": "Children", "default": 0 }, "currency": { "type": "string", "maxLength": 2000, "title": "Currency", "description": "ISO code. Airbnb renders every price in it, so mixing currencies between runs makes the price columns incomparable.", "default": "USD", "examples": [ "USD" ] }, "maxListings": { "type": "number", "minimum": 1, "maximum": 50000, "title": "Max listings per run", "description": "Rows upsert on re-run, so this bounds one run rather than the dataset.", "default": 540 }, "priceMin": { "type": "number", "minimum": 0, "maximum": 100000, "title": "Min price per night", "description": "0 leaves the filter off.", "default": 0 }, "priceMax": { "type": "number", "minimum": 0, "maximum": 100000, "title": "Max price per night", "description": "0 leaves the filter off. Bounds are per night before fees, in the run’s currency, and Airbnb applies them server-side — a 30-60 cap and a 400 floor return visibly different markets.", "default": 0 }, "infants": { "type": "number", "minimum": 0, "maximum": 5, "title": "Infants", "default": 0 }, "pets": { "type": "number", "minimum": 0, "maximum": 5, "title": "Pets", "description": "Non-zero restricts results to pet-friendly listings.", "default": 0 }, "mapBounds": { "type": "string", "maxLength": 2000, "title": "Map bounds", "description": "swLat,swLng,neLat,neLng. Searches a viewport instead of a named destination — the way to cover an area with no Airbnb place id, or to sweep a city in tiles.", "examples": [ "41.34,2.10,41.42,2.23" ] }, "placeId": { "type": "string", "maxLength": 2000, "title": "Place id", "description": "Google place id for the destination. Worth setting where the name is ambiguous; Airbnb resolves the text itself otherwise.", "examples": [ "ChIJ…" ] }, "zoomLevel": { "type": "number", "minimum": 1, "maximum": 20, "title": "Zoom level", "description": "Accompanies map bounds. Only affects how Airbnb clusters, not what it returns.", "default": 12 }, "maxPages": { "type": "number", "minimum": 1, "maximum": 200, "title": "Max pages", "description": "Airbnb hands out 15 page cursors (18 results each) and then stops; pages beyond that need deep paging, and repeat more the further they go.", "default": 30 }, "deepPaging": { "type": "boolean", "title": "Page past Airbnb’s last cursor", "description": "Airbnb stops issuing cursors after page 15, but still answers a hand-built one — its cursor is just a base64 result offset. Measured on Lisbon, that took one search from 229 listings to 331. Turn it off to stay strictly inside what Airbnb offers.", "default": true }, "locale": { "type": "string", "maxLength": 2000, "title": "Locale", "description": "Response language. Changing it changes the number formatting inside the price strings, which the price parser assumes is English.", "default": "en" }, "requestDelayMs": { "type": "number", "minimum": 0, "maximum": 60000, "title": "Delay between pages (ms)", "default": 1200 }, "apiKey": { "type": "string", "maxLength": 2000, "title": "API key override", "description": "Defaults to AIRBNB_API_KEY, then the public browser key airbnb.com ships in its own page source. Set only if Airbnb rotates that key." }, "persistedQueryHash": { "type": "string", "maxLength": 2000, "title": "Persisted query hash", "description": "The hash in the request path. Airbnb ignores it because the request carries its own query document, so this is here for the day it stops doing so." } }}Run, poll, read rows
The run is asynchronous. Poll it until it reaches a terminal status and its billing is paid, then page through its rows. Until then the rows endpoint answers 409 (still queued or running) or 402 (payment required).
RUN_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/scrapers/airbnb-listings/runs" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -H "Content-Type: application/json" \ -d '{ "input": { "location": "Lisbon, Portugal", "checkin": "2026-10-10", "checkout": "2026-10-14", "adults": 2 } }' | jq -r '.id')while true; do RUN=$(curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID" \ -H "Authorization: Bearer $PANDORLABS_KEY") STATUS=$(echo "$RUN" | jq -r '.status') BILLING=$(echo "$RUN" | jq -r '.billing.status') case "$STATUS" in queued|running) ;; *) [ "$BILLING" != "pending" ] && break ;; esac sleep 5doneecho "$RUN" | jq '{status, rowCount, billing}'curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID/rows?page=1&limit=100" \ -H "Authorization: Bearer $PANDORLABS_KEY"See the API reference for pagination, cancelling and listing runs.
Output fields
Rows have no fixed schema; these are the fields observed in the rows collected so far. Coverage is the share of rows where the field is present.
| Field | Type | Coverage |
|---|---|---|
| badge_types | array | 73% |
| badges | array | 73% |
| bathroom_count | number | 65% |
| bed_count | number | 93% |
| bedroom_count | number | 94% |
| check_in_hour | number | 62% |
| city | string | 94% |
| country | string | 94% |
| country_code | string | 65% |
| currency | string | 100% |
| discount_label | string | 24% |
| is_auto_translated | boolean | 94% |
| is_guest_favorite | boolean | 100% |
| is_hotel | boolean | 65% |
| is_new_listing | boolean | 94% |
| is_superhost | boolean | 100% |
| latitude | number | 100% |
| listing_id | string | 100% |
| localized_city | string | 94% |
| longitude | number | 100% |
| name | string | 100% |
| neighborhood | string | 91% |
| nights | number | 100% |
| person_capacity | number | 94% |
| photo_id | string | 65% |
| picture_count | number | 100% |
| picture_url | string | 100% |
| picture_urls | array | 100% |
| price_breakdown | array | 100% |
| price_discount | number | 24% |
| price_display_style | string | 100% |
| price_label | string | 99% |
| price_original_total | number | 38% |
| price_per_night | number | 100% |
| price_qualifier | string | 98% |
| price_taxes | number | 64% |
| price_total | number | 98% |
| price_total_exact | number | 70% |
| price_total_text | string | 98% |
| property_type | string | 94% |
| rating | number | 94% |
| review_count | number | 94% |
| room_type | string | 94% |
| search_adults | number | 100% |
| search_checkin | string | 65% |
| search_checkout | string | 65% |
| search_location | string | 100% |
| title | string | 100% |
| created_at | date | 100% |
| first_seen_at | date | 100% |
| last_seen_at | date | 100% |
| updated_at | date | 100% |
| _id | string | 100% |
