# Airbnb Scraper — Listings, Prices & Ratings (Pay Per Listing) (`thebrierfox/airbnb-listings-scraper`) Actor Reliable Airbnb search scraper. Extracts listings with name, price, rating, coordinates, images, badges and direct URL. Self-healing parser, cursor pagination, date & guest filters. Pay only for listings delivered. - **URL**: https://apify.com/thebrierfox/airbnb-listings-scraper.md - **Developed by:** [Brier Fox](https://apify.com/thebrierfox) (community) - **Categories:** E-commerce, Travel, Real estate - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing Pay per usage This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Airbnb Scraper — Listings, Prices & Ratings (Pay Per Listing) Extract Airbnb search results **reliably** — listing name, nightly/total price, rating, Superhost/Guest-favorite badges, GPS coordinates, photos, and a direct booking URL. Built for people who are tired of Airbnb scrapers that return empty datasets. **You pay only for listings actually delivered.** $1 per 1,000 listings. No subscription, no rental fee. ### Why this scraper - **Self-healing parser.** Airbnb changes its page internals constantly — that's why most Airbnb actors have 2–3★ ratings. This actor doesn't hardcode fragile paths: it scans the page's embedded data for the results payload wherever it lives, with a deep-scan fallback. When Airbnb moves things, this actor keeps working. - **No browser overhead.** Plain HTTP + embedded JSON = fast runs and low compute cost. - **Deduplicated, charged honestly.** Each unique listing is delivered and charged once. Failed pages cost you nothing. - **Date & guest aware.** Pass check-in/check-out and guests to get real, priced availability (total for stay), not just teaser cards. ### Input ```json { "locations": ["Austin, Texas", "Lisbon, Portugal"], "checkIn": "2026-08-10", "checkOut": "2026-08-15", "adults": 2, "currency": "USD", "maxListingsPerSearch": 200 } ```` Or paste full `airbnb.com/s/...` URLs (with any UI filters applied) into `startUrls`. ### Output (one record per listing) ```json { "id": "1718466620893746332", "url": "https://www.airbnb.com/rooms/1718466620893746332?check_in=2026-08-10&check_out=2026-08-15&adults=2", "name": "Designer Lake View Retreat | 5 bedrooms | Rooftop", "title": "Home in Austin", "price": "$1,415", "priceQualifier": "for 5 nights", "rating": "4.93 (128)", "badges": ["Superhost"], "latitude": 30.4161, "longitude": -97.89, "images": ["https://a0.muscache.com/im/pictures/..."], "currency": "USD", "scrapedAt": "2026-07-02T23:59:00.000Z" } ``` ### Use cases - **STR investors & analysts** — comp sets, market saturation, nightly-rate distributions by area. - **Dynamic pricing** — feed competitor rates into your pricing engine on a schedule. - **Travel products & agents** — this actor is callable via API and by AI agents (MCP / x402-enabled on Apify), so autonomous workflows can pull live listing data mid-execution. - **Academic / market research** — coordinates + prices + ratings at scale. ### Limits & honesty - One search returns up to ~270 listings (Airbnb's own pagination ceiling, 18 × 15 pages). To cover a whole city, split by price bands (`priceMin`/`priceMax`) or neighborhoods — each band is its own search. - Prices reflect what Airbnb shows for your dates/currency; without dates Airbnb may show teaser pricing. - Residential proxies (default) are strongly recommended. ### Support Issues are answered and parser breaks are treated as urgent — reliability is the entire point of this actor. Report via the Issues tab. # Actor input Schema ## `locations` (type: `array`): One or more locations to search, e.g. "Austin, Texas" or "Lisbon, Portugal". Each location runs as its own search. ## `startUrls` (type: `array`): Full airbnb.com search URLs (with any filters applied in the UI). Overrides nothing — runs in addition to Locations. ## `checkIn` (type: `string`): YYYY-MM-DD. Optional — enables real priced availability search. ## `checkOut` (type: `string`): YYYY-MM-DD. Optional. ## `adults` (type: `integer`): Number of adult guests. ## `currency` (type: `string`): ISO currency code for displayed prices. ## `priceMin` (type: `integer`): Optional price floor. ## `priceMax` (type: `integer`): Optional price ceiling. ## `maxListingsPerSearch` (type: `integer`): Hard cap on charged listings per location/URL. You are only charged for listings actually delivered. ## `proxyConfiguration` (type: `object`): Residential proxies strongly recommended. ## Actor input object example ```json { "locations": [ "Austin, Texas" ], "adults": 2, "currency": "USD", "maxListingsPerSearch": 100, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } ``` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "locations": [ "Austin, Texas" ], "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }; // Run the Actor and wait for it to finish const run = await client.actor("thebrierfox/airbnb-listings-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "locations": ["Austin, Texas"], "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], }, } # Run the Actor and wait for it to finish run = client.actor("thebrierfox/airbnb-listings-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "locations": [ "Austin, Texas" ], "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }' | apify call thebrierfox/airbnb-listings-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=thebrierfox/airbnb-listings-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Airbnb Scraper — Listings, Prices & Ratings (Pay Per Listing)", "description": "Reliable Airbnb search scraper. Extracts listings with name, price, rating, coordinates, images, badges and direct URL. Self-healing parser, cursor pagination, date & guest filters. Pay only for listings delivered.", "version": "1.0", "x-build-id": "Jg523FOOex4eC6gpd" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/thebrierfox~airbnb-listings-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-thebrierfox-airbnb-listings-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/thebrierfox~airbnb-listings-scraper/runs": { "post": { "operationId": "runs-sync-thebrierfox-airbnb-listings-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/thebrierfox~airbnb-listings-scraper/run-sync": { "post": { "operationId": "run-sync-thebrierfox-airbnb-listings-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "locations": { "title": "Locations", "type": "array", "description": "One or more locations to search, e.g. \"Austin, Texas\" or \"Lisbon, Portugal\". Each location runs as its own search.", "items": { "type": "string" } }, "startUrls": { "title": "Direct search URLs (optional)", "type": "array", "description": "Full airbnb.com search URLs (with any filters applied in the UI). Overrides nothing — runs in addition to Locations.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "checkIn": { "title": "Check-in date", "type": "string", "description": "YYYY-MM-DD. Optional — enables real priced availability search." }, "checkOut": { "title": "Check-out date", "type": "string", "description": "YYYY-MM-DD. Optional." }, "adults": { "title": "Adults", "minimum": 1, "maximum": 16, "type": "integer", "description": "Number of adult guests.", "default": 2 }, "currency": { "title": "Currency", "type": "string", "description": "ISO currency code for displayed prices.", "default": "USD" }, "priceMin": { "title": "Min price per night", "minimum": 0, "type": "integer", "description": "Optional price floor." }, "priceMax": { "title": "Max price per night", "minimum": 0, "type": "integer", "description": "Optional price ceiling." }, "maxListingsPerSearch": { "title": "Max listings per search", "minimum": 1, "maximum": 1000, "type": "integer", "description": "Hard cap on charged listings per location/URL. You are only charged for listings actually delivered.", "default": 100 }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Residential proxies strongly recommended.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```