# Analyze Private Pool Rental Reviews

**Use case:** 

Collect top-rated reviews from a St. Augustine home with a private pool to research amenities that drive guest satisfaction.

## Input

```json
{
  "startUrls": [
    {
      "url": "https://www.vacasa.com/unit/1001211"
    }
  ],
  "maxReviewsPerHotel": 100,
  "cutoffDate": "2025-01-01",
  "sortBy": "HIGHEST_RATING"
}
```

## Output

```json
{
  "unitId": {
    "label": "Unit id",
    "format": "string"
  },
  "overall": {
    "label": "Overall",
    "format": "integer"
  },
  "cleanliness": {
    "label": "Cleanliness",
    "format": "integer"
  },
  "propertyCondition": {
    "label": "Property condition",
    "format": "integer"
  },
  "service": {
    "label": "Service",
    "format": "integer"
  },
  "recommend": {
    "label": "Recommend",
    "format": "integer"
  },
  "starRating": {
    "label": "Star rating",
    "format": "integer"
  },
  "heading": {
    "label": "Heading",
    "format": "string"
  },
  "review": {
    "label": "Review",
    "format": "string"
  },
  "response": {
    "label": "Response",
    "format": "string"
  },
  "firstName": {
    "label": "First name",
    "format": "string"
  },
  "lastInitial": {
    "label": "Last initial",
    "format": "string"
  },
  "reviewId": {
    "label": "Review id",
    "format": "string"
  },
  "date": {
    "label": "Date",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [Vacasa Reviews Scraper](https://apify.com/knagymate/vacasa-reviews-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/knagymate/vacasa-reviews-scraper.md) to learn more, explore other use cases, and run it yourself.


## 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.
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).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
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- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/knagymate/vacasa-reviews-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).