App Store & Google Play Reviews Scraper

Get app reviews from the Apple App Store and Google Play in one run, in the same format: star rating, title, text, date, app version, helpful votes and developer replies. Enter an app name and the Actor finds it in both stores, or paste store URLs and IDs.

• 🍎🤖 Both stores, one dataset: compare your iOS and Android reviews, or your app and a competitor's, without merging two exports
• 🔎 Find apps by name: "Spotify" is searched in both stores; URLs, package names (com.spotify.music) and App Store IDs (324684580) work too
• 🌍 59 countries: App Store reviews are separate for each country, Google Play reviews for each language
• ⭐ Filters: newest or most helpful first, star ratings (e.g. only 1 and 2 stars), date range
• 💬 Developer replies and app version for Google Play reviews, to see how support answers and which release caused complaints
• 🔔 Monitoring mode: schedule it daily and get only the new reviews, paying only for them
• 🧾 Pay per review returned, no subscription

Use cases

• Product and app teams: spot bugs and feature requests right after a release, by app version
• Customer support: track unanswered negative reviews and your reply rate
• Competitive research: read what users love and hate in competing apps
• Sentiment analysis and AI: feed reviews into an LLM or a dashboard, from both stores in one format
• App store optimization (ASO): find the words your users use to describe your app

Output

One item per review:

{
    "store": "googlePlay",
    "appId": "com.spotify.music",
    "appName": "Spotify: Music and Podcasts",
    "country": "US",
    "rating": 1,
    "title": null,
    "text": "worst app I ever had can't skip the songs which we don't want",
    "date": "2026-10-22T06:20:40Z",
    "appVersion": "9.1.92.3058",
    "helpfulCount": 1,
    "developerReply": "Hi. Thanks for sharing this to us. We'd recommend checking out our Premium plans at spotify.com/premium, for more flexibility in your songs…",
    "developerReplyDate": "2026-10-22T16:22:50Z",
    "userName": "(reviewer name)",
    "appRating": 4.35,
    "appRatingCount": 36525096,
    "reviewUrl": "https://play.google.com/store/apps/details?id=com.spotify.music&reviewId=…"
}

Field	App Store	Google Play
rating, text, date, userName	✅	✅
title	✅	— (Google Play reviews have no title)
appVersion	—	✅
helpfulCount	✅ helpful votes	✅ thumbs up
developerReply, developerReplyDate	—	✅
isEdited	✅	—
appName, appCategory, appRating, appRatingCount	✅	✅

How to use it

1. Enter one or more apps: names, store URLs or IDs (one per line).
2. Choose the country (and the language for Google Play).
3. Pick the sort order, and optionally star ratings or a date range.
4. Run, then export as JSON, CSV or Excel, or schedule the Actor with Only new reviews turned on.

Input example

{
    "apps": ["Spotify", "https://apps.apple.com/us/app/youtube-music/id1017492454"],
    "country": "US",
    "sort": "newest",
    "ratings": [1, 2],
    "maxReviewsPerApp": 500
}

FAQ

Why are App Store and Google Play reviews different by country? The App Store keeps separate reviews for each country's store; Google Play groups reviews by language. Run the Actor once per country you need.

How many reviews can I get? Thousands per app and store: reviews are collected 100 at a time for as long as the store keeps returning them. Set Max reviews per app to what you need.

Why is there no developer reply on App Store reviews? Apple doesn't publish developer responses in the data the Actor reads; they are available for Google Play.

Is it legal? The Actor only collects reviews that the stores publish publicly. You are responsible for using the data in line with applicable laws, including data protection rules for reviewers' names.

Support

Found a bug or need a field? Open an issue on the Issues tab or email FeatherScrape@protonmail.com. Issues are answered within 48 hours.