# Google Play Review Analysis: Ratings, Complaints and Trends

**Use case:** 

Analyze any Android app’s Google Play reviews: the store rating against what the newest reviews really say, the 1-2 star share, whether ratings are improving or declining, the top complaints and praise with real quotes, the worst rated app versions, and how often the developer replies. Change the app to your own or a competitor’s.

## Input

```json
{
  "apps": [
    "com.duolingo"
  ],
  "stores": [
    "googlePlay"
  ],
  "country": "us",
  "language": "en",
  "maxReviewsPerStore": 1000,
  "includeReviews": false
}
```

## Output

```json
{
  "app": {
    "label": "App"
  },
  "store": {
    "label": "Store"
  },
  "appName": {
    "label": "Name in store"
  },
  "storeRating": {
    "label": "Store rating",
    "format": "number"
  },
  "storeRatingCount": {
    "label": "Ratings",
    "format": "number"
  },
  "reviewsAnalyzed": {
    "label": "Reviews analyzed",
    "format": "number"
  },
  "averageRatingAnalyzed": {
    "label": "Avg of reviews",
    "format": "number"
  },
  "negativeSharePercent": {
    "label": "1-2 star %",
    "format": "number"
  },
  "last30DaysAverageRating": {
    "label": "Last 30 days avg",
    "format": "number"
  },
  "ratingTrend": {
    "label": "Trend"
  },
  "complaintThemes": {
    "label": "Top complaints",
    "format": "object"
  },
  "lowestRatedVersions": {
    "label": "Lowest rated versions",
    "format": "object"
  },
  "developerReplyRatePercent": {
    "label": "Reply rate %",
    "format": "number"
  },
  "reviewsFrom": {
    "label": "Reviews from",
    "format": "date"
  },
  "reviewsTo": {
    "label": "Reviews to",
    "format": "date"
  }
}
```

## About this Actor

This example demonstrates how to use [App Review Intelligence: Compare App Store & Google Play Apps](https://apify.com/precious_bathmat/app-review-intelligence.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/precious_bathmat/app-review-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/precious_bathmat/app-review-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`).