App Reviews Scraper (Google Play + App Store)

Scrape app reviews from Google Play and the Apple App Store in one run. Paste links or ids from either store and get one clean table with the same fields for both: star rating, title, review text, date, app version, likes and developer replies. Export to JSON, CSV or Excel, or call it from the API, Make, Zapier, n8n or an AI agent.

No more running two different scrapers and merging their outputs by hand.

Why this one

• Both stores, one schema. Compare your iOS and Android reviews side by side, or track a competitor on both platforms.
• Reliable App Store results. Apple's public review feed returns empty pages at random. Many scrapers pass that on to you as "0 reviews". This one retries every page until Apple returns its data.
• More App Store reviews per app. Apple shows at most 500 reviews per sort order. When you ask for more, this scraper also collects the "most helpful" list and removes duplicates, giving up to about 1,000 per country.
• Fast Google Play. Hundreds of reviews per second, with no fixed cap.
• Star filter. Get only 1 and 2 star reviews to find bugs and complaints fast.
• Many countries and languages. App Store reviews differ by country, so add as many country codes as you need. Google Play reviews differ by language, so set the language.

Use cases

• App developers and product managers: track what users complain about after each release, broken down by app version.
• Competitor research: see what users love and hate about rival apps on both platforms.
• ASO and marketing: mine real user language for store listings and ads.
• Customer support: find reviews without a developer reply.
• Sentiment analysis and AI: feed clean review text into an LLM or a dashboard on a schedule.

How to use

1. Add your apps, one per line. Any of these work:
   • https://play.google.com/store/apps/details?id=com.spotify.music
   • com.spotify.music
   • https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580
   • 324684580
2. Set max reviews per app and country.
3. Optionally pick a sort order, star ratings and countries.
4. Click Start. Reviews appear in the dataset tab and can be downloaded in any format.

Input example

{
  "apps": [
    "com.spotify.music",
    "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580"
  ],
  "maxReviews": 500,
  "sort": "newest",
  "stars": [1, 2],
  "countries": ["us", "gb"],
  "language": "en"
}

Output example

{
  "store": "appStore",
  "appId": "835599320",
  "appName": "TikTok - Videos, Shop & LIVE",
  "country": "US",
  "language": null,
  "reviewId": "14640676954",
  "userName": "mvanec",
  "userImage": null,
  "rating": 2,
  "title": "AirPlay Broken",
  "text": "Y'all keep breaking TikTok over AirPlay...",
  "date": "2026-10-08T04:31:42Z",
  "thumbsUp": 0,
  "appVersion": "47.1.0",
  "replyText": null,
  "replyDate": null,
  "url": "https://apps.apple.com/us/app/id835599320?see-all=reviews"
}

Field	Google Play	App Store
rating, text, date, userName, reviewId	yes	yes
title	no (Google Play reviews have no title)	yes
thumbsUp	"helpful" votes	vote sum
appVersion	when the reviewer's version is known	yes
replyText, replyDate	developer replies	not in Apple's public feed
userImage	yes	no

If an app can't be found, you get a single item with an error field instead of a failed run, and you are not charged for it.

Pricing

You pay per review returned. Error items are free. Apify platform usage is included.

Limits

• App Store: Apple's public feed covers the newest 500 and the most helpful 500 reviews per app and country. Older reviews are not available from any public source.
• Google Play: the language setting decides which reviews you get, just like on the Play Store website.

FAQ

Is it legal to scrape app reviews? This actor only reads publicly visible reviews. It doesn't log in and doesn't collect private data. Check the rules that apply to your use of the data.

Can I schedule it? Yes. Use Apify schedules to collect new reviews daily or weekly, with sort set to newest.

Something broke? Open an issue on the Issues tab and it will be fixed quickly.