# Scan Airbnb competitors in Miami Beach

**Use case:** 

Scans active Airbnb listings in Miami Beach for a four-night stay about a month out, returning nightly and total prices with source provenance, ratings, review counts, and property categories, plus a market summary with price percentiles, geographic scope, and rating distribution for competitor benchmarking.

## Input

```json
{
  "location": "Miami Beach, United States",
  "searchUrl": "https://www.airbnb.com/s/Miami-Beach--Florida--United-States/homes",
  "checkIn": "30 days",
  "checkOut": "34 days",
  "adults": 2,
  "children": 0,
  "infants": 0,
  "pets": 0,
  "bedrooms": 1,
  "priceMin": 75,
  "priceMax": 350,
  "currency": "USD",
  "maxResults": 20,
  "targetListingUrl": "https://www.airbnb.com/rooms/12345678",
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

## Output

```json
{
  "recordType": {
    "label": "Record type",
    "format": "string"
  },
  "listingId": {
    "label": "Listing ID",
    "format": "string"
  },
  "title": {
    "label": "Title",
    "format": "string"
  },
  "listingUrl": {
    "label": "Listing URL",
    "format": "string"
  },
  "areaLabel": {
    "label": "Airbnb area",
    "format": "string"
  },
  "latitude": {
    "label": "Latitude",
    "format": "number"
  },
  "longitude": {
    "label": "Longitude",
    "format": "number"
  },
  "normalizedPropertyType": {
    "label": "Property type",
    "format": "string"
  },
  "bedrooms": {
    "label": "Bedrooms",
    "format": "number"
  },
  "rating": {
    "label": "Rating",
    "format": "number"
  },
  "reviewCount": {
    "label": "Reviews",
    "format": "integer"
  },
  "pricing.nightlyPrice": {
    "label": "Nightly price",
    "format": "number"
  },
  "pricing.totalPrice": {
    "label": "Total price",
    "format": "number"
  },
  "pricing.currency": {
    "label": "Currency",
    "format": "text"
  },
  "intelligence.pricePercentile": {
    "label": "Price percentile",
    "format": "number"
  },
  "intelligence.priceDeltaFromMedianPercent": {
    "label": "vs. median (%)",
    "format": "number"
  },
  "intelligence.pricePosition": {
    "label": "Price position",
    "format": "text"
  },
  "intelligence.reviewStrength": {
    "label": "Review strength",
    "format": "number"
  },
  "intelligence.valueScore": {
    "label": "Value score",
    "format": "number"
  },
  "intelligence.comparableSampleSize": {
    "label": "Comparable sample",
    "format": "number"
  },
  "intelligence.marketComparableSampleSize": {
    "label": "Market comparables",
    "format": "number"
  },
  "intelligence.comparableTier": {
    "label": "Comparable tier",
    "format": "text"
  },
  "intelligence.confidence": {
    "label": "Confidence",
    "format": "text"
  },
  "intelligence.unavailableReasons": {
    "label": "Unavailable reasons",
    "format": "array"
  },
  "pricing.nightlyPriceSource": {
    "label": "Nightly price source",
    "format": "text"
  },
  "pricing.totalPriceSource": {
    "label": "Total price source",
    "format": "text"
  },
  "pricing.currencySource": {
    "label": "Currency source",
    "format": "text"
  },
  "pricing.displayedPriceType": {
    "label": "Displayed price type",
    "format": "text"
  },
  "pricing.checkIn": {
    "label": "Priced check-in",
    "format": "date"
  },
  "pricing.checkOut": {
    "label": "Priced check-out",
    "format": "date"
  },
  "pricing.nights": {
    "label": "Nights",
    "format": "number"
  },
  "pricing.dateSource": {
    "label": "Date source",
    "format": "text"
  },
  "scrapedAt": {
    "label": "Scraped at",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [Airbnb Listings Scraper & Competitor Analysis](https://apify.com/zapticx/airbnb-market-intelligence.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/zapticx/airbnb-market-intelligence.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/zapticx/airbnb-market-intelligence.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).