# Airbnb Scraper

**Use case:** 

Scrape any city's Airbnb listings into a ranked attention queue: pricing position vs comp set, what to review first and why. JSON or CSV.

## Input

```json
{
  "mode": "market",
  "market": "Austin, TX",
  "markets": [],
  "listings": [],
  "hosts": [],
  "roomType": "any",
  "minBedrooms": 0,
  "minPrice": 0,
  "maxPrice": 0,
  "adults": 2,
  "rankBy": "attention",
  "maxResults": 100,
  "estimateRevenue": true,
  "enableMarketMemory": true,
  "trackListings": [],
  "deltaWindowDays": 7,
  "lastReviewedAt": "",
  "persona": "generic",
  "outputProfile": "signals",
  "analysisDepth": "standard",
  "explainability": "standard",
  "calendarDepthDays": 90,
  "maxRuntimeSeconds": 3600,
  "locationQueries": [],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

## Output

```json
{
  "attentionIndex": {
    "label": "Attention Index",
    "format": "object"
  },
  "watchStatus": {
    "label": "Watch Status",
    "format": "string"
  },
  "whyNow": {
    "label": "Why Now",
    "format": "array"
  },
  "decisionRoute": {
    "label": "Decision Route",
    "format": "string"
  },
  "recommendedAction": {
    "label": "Recommended Action",
    "format": "string"
  },
  "market": {
    "label": "Market",
    "format": "string"
  },
  "url": {
    "label": "URL",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [Airbnb Scraper - Market Signals, Pricing Position & Monitor](https://apify.com/ryanclinton/airbnb-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/ryanclinton/airbnb-scraper.md) to learn more, explore other use cases, and run it yourself.


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If asked about integration, you help developers integrate Actors into their projects.
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This Task's input is already configured above — use it as-is rather than inventing a new one.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
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For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/ryanclinton/airbnb-scraper.md

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).