# App Review Insights Report: Ratings, Versions, Keywords

**Use case:** 

One row per app: rating distribution, average rating, per-version breakdown, monthly volume and keyword themes in positive and negative reviews. No LLM.

## Input

```json
{
  "apps": [
    "ios:570060128",
    "android:com.duolingo"
  ],
  "countries": [
    "us",
    "gb"
  ],
  "language": "",
  "maxReviewsPerApp": 300,
  "sortBy": "recent",
  "minRating": 1,
  "maxRating": 5,
  "sinceDate": "",
  "onlyNewReviews": false,
  "generateInsights": true,
  "includeAppMetadata": true,
  "stateStoreName": "app-reviews-state",
  "maxConcurrency": 5,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

## Output

```json
{
  "recordType": {
    "label": "Type"
  },
  "platform": {
    "label": "Store"
  },
  "appName": {
    "label": "App"
  },
  "reviewCount": {
    "label": "Reviews",
    "format": "number"
  },
  "averageRating": {
    "label": "Avg (run)",
    "format": "number"
  },
  "storeRating": {
    "label": "Avg (store)",
    "format": "number"
  },
  "storeRatingCount": {
    "label": "Store ratings",
    "format": "number"
  },
  "ratingOne": {
    "label": "1★",
    "format": "number"
  },
  "ratingTwo": {
    "label": "2★",
    "format": "number"
  },
  "ratingThree": {
    "label": "3★",
    "format": "number"
  },
  "ratingFour": {
    "label": "4★",
    "format": "number"
  },
  "ratingFive": {
    "label": "5★",
    "format": "number"
  },
  "negativeThemes": {
    "label": "Negative themes",
    "format": "array"
  },
  "positiveThemes": {
    "label": "Positive themes",
    "format": "array"
  }
}
```

## About this Actor

This example demonstrates how to use [App Store & Google Play Reviews Scraper - iOS + Android](https://apify.com/boztek-ltd/app-store-google-play-reviews) with a specific input configuration. Visit the [Actor detail page](https://apify.com/boztek-ltd/app-store-google-play-reviews) 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`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **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/boztek-ltd/app-store-google-play-reviews.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).