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

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

Output example

{
    "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.