# App Reviews Scraper: App Store & Google Play (`inimi/app-store-google-play-reviews-scraper`) Actor

Scrape app reviews from Google Play and the Apple App Store in one Actor: rating, title, text, date, app version, likes and developer replies. Filter by stars or keyword, any country. Fast, cheap, no login.

- **URL**: https://apify.com/inimi/app-store-google-play-reviews-scraper.md
- **Developed by:** [Inimi](https://apify.com/inimi) (community)
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.50 / 1,000 reviews

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

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 examples already wired to this Actor's own input schema, see the [API](#api) section below.

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`).

# README

## App Reviews Scraper: App Store & Google Play

Scrape **app reviews from Google Play and the Apple App Store** in one run. Each review comes with rating, title, text, date, app version, likes and the developer reply, plus the app name and overall rating.

No login, no API key and no browser: the Actor reads the data directly, which makes it **fast and cheap**. Proxies are included in the price.

### What can you use it for?

- **Product feedback**: find bugs and feature requests in your own reviews.
- **Competitor research**: learn what users love and hate about rival apps.
- **Customer support**: track unanswered complaints and reply rates.
- **Sentiment analysis & AI**: feed reviews into LLMs or dashboards.
- **ASO**: see which words users use to describe apps in your category.

### Features

| | |
|---|---|
| Stores | Google Play and Apple App Store, mixed in one run |
| Per review | Rating, title (App Store), text, date, app version, thumbs up / votes, reviewer name and avatar, developer reply and its date |
| Per app | Name, developer, overall rating and rating count, category, icon, store URL |
| Filters | Star range, keyword, country, language, sort order |

### How to use

1. Fill in the input (the form explains every field).
2. Click **Start**.
3. Download the results as JSON, CSV or Excel, or use them through the API, webhooks, Zapier, Make or n8n.

### Input example

```json
{
    "apps": [
        "com.spotify.music",
        "324684580"
    ],
    "maxReviewsPerApp": 500,
    "maxRating": 2,
    "country": "us"
}
```

### Output example

```json
{
    "store": "google_play",
    "appId": "com.spotify.music",
    "appName": "Spotify: Music and Podcasts",
    "developer": "Spotify AB",
    "appRating": 4.349133491516113,
    "appRatingCount": 36561573,
    "appUrl": "https://play.google.com/store/apps/details?id=com.spotify.music",
    "appIcon": "https://play-lh.googleusercontent.com/IzQgYCcnCFCD08GR-3bdtcT8xzOvrNkC84avGT5CwTX2VIqmTmKKJcP_Cd4JoBOdmCMlTndlOzV6hrthg2fOWA",
    "appCategory": "MUSIC_AND_AUDIO",
    "reviewId": "46775532-10ab-45b3-8e4f-8e92651ce7c8",
    "userName": "Zubin Madon",
    "userImage": "https://play-lh.googleusercontent.com/a-/ALV-UjVp-VKRiyeqT7VWATrDBJaqx53zk7vtfFZYIqZro8kN6V-hKuSmTw",
    "rating": 1,
    "title": null,
    "text": "Paid subscription keeps popping up ads for new \"features\". Why do you advertise something I'm already paying for. Seriously looking into switching away from ...",
    "date": "2026-10-29T01:19:09.000Z",
    "thumbsUp": 0,
    "appVersion": "9.1.94.1929",
    "developerReply": "Hi. Thanks for bringing this up. You'd still receive ads within podcasts, but not in music. Can you log out, then log back in to your Premium account to refr...",
    "developerReplyDate": "2026-10-29T15:28:48.000Z",
    "url": "https://play.google.com/store/apps/details?id=com.spotify.music&reviewId=46775532-10ab-45b3-8e4f-8e92651ce7c8",
    "country": "us",
    "status": "ok",
    "input": "https://play.google.com/store/apps/details?id=com.spotify.music"
}
```

Inputs that cannot be scraped (wrong URL, not found, blocked) get a free row with `status` and `error`, so you always know what happened. A run summary is saved to the key-value store as `SUMMARY`.

### Pricing

You pay **per review** saved. Proxies and compute are included. Set a maximum cost per run and the Actor stops cleanly when it is reached.

### FAQ

**How many App Store reviews can I get?**
Apple publishes the 500 most recent reviews per app and country. Run several countries to get more.

**Can I get only negative reviews?**
Yes, set Max stars to 2.

**Do I need an account or API key?**
No.

**Can I call it from code or an AI agent?**
Yes, via the Apify API, the official JS/Python clients, or Apify's MCP server.

# Actor input Schema

## `apps` (type: `array`):

Google Play URLs or package names (com.spotify.music), App Store URLs or IDs (324684580), one per line.

## `maxReviewsPerApp` (type: `integer`):

App Store gives up to 500 recent reviews per country. 0 = all available.

## `sort` (type: `string`):

Order in which reviews are read.

## `minRating` (type: `integer`):

Only reviews with at least this many stars (0 = no limit).

## `maxRating` (type: `integer`):

Only reviews with at most this many stars, e.g. 2 for complaints.

## `keyword` (type: `string`):

Optional: only reviews that mention this word.

## `country` (type: `string`):

Two-letter store country, e.g. us, gb, de.

## `language` (type: `string`):

Google Play review language, e.g. en, de.

## `maxConcurrency` (type: `integer`):

How many items to process at the same time.

## `proxyConfiguration` (type: `object`):

Proxies are included in the price. Switch to residential proxies if you see many blocked requests.

## Actor input object example

```json
{
  "apps": [
    "https://play.google.com/store/apps/details?id=com.spotify.music",
    "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580"
  ],
  "maxReviewsPerApp": 200,
  "sort": "newest",
  "minRating": 0,
  "maxRating": 5,
  "country": "us",
  "language": "en",
  "maxConcurrency": 5,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `results` (type: `string`):

No description

## `summary` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "apps": [
        "https://play.google.com/store/apps/details?id=com.spotify.music",
        "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580"
    ],
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("inimi/app-store-google-play-reviews-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "apps": [
        "https://play.google.com/store/apps/details?id=com.spotify.music",
        "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580",
    ],
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("inimi/app-store-google-play-reviews-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "apps": [
    "https://play.google.com/store/apps/details?id=com.spotify.music",
    "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call inimi/app-store-google-play-reviews-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,inimi/app-store-google-play-reviews-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/kZD8M6W7CZiCsjJ1e/builds/jqwBpgfjsU5XdcUKa/openapi.json