App Store & Google Play Reviews Scraper (2-in-1)

Scrape app reviews and app details from Google Play and the Apple App Store in a single run, with one unified output format. Paste any mix of Play Store / App Store URLs or IDs – or just search by keyword – and get clean, analysis-ready data.

Features

• 🍏🤖 Both stores, one schema – the same fields for iOS and Android (store, appId, rating, text, date, appVersion, thumbsUp, developerReply…), so you can compare platforms instantly.
• 🌍 Multi-country – collect reviews from several storefronts (us, gb, de, es…) in one run.
• 📅 Incremental monitoring – reviewsSince stops at the last date you already have, so scheduled runs only pay for new reviews.
• ⭐ Rating filter – e.g. only 1–2★ reviews to find bugs and churn reasons.
• 🔎 Keyword search – find the top apps for "invoice", "meditation"… in both stores and scrape them.
• 📊 App details – rating, ratings count, histogram, installs (Play), version, release notes, price, developer, size, content rating, screenshots.
• 🛡️ GDPR-friendly by default – reviewer names replaced by a stable anonymous hash (reviewerHash); opt-in to include display names.
• 💬 Developer replies included (Google Play).

Use cases

• Product teams: track feature requests and bugs after every release (appVersion).
• Competitive intelligence: compare your app vs. competitors on both platforms.
• ASO & marketing: mine keywords and sentiment from real user language.
• AI / LLM pipelines: feed reviews to sentiment, topic or summary models.
• Customer support: monitor negative reviews daily with a schedule + reviewsSince.

Input example

{
  "apps": [
    "com.spotify.music",
    "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580"
  ],
  "countries": ["us", "gb"],
  "maxReviewsPerApp": 200,
  "reviewsSince": "2026-09-01",
  "maxRating": 2
}

Output examples

Review:

{
  "type": "review",
  "store": "appStore",
  "appId": "324684580",
  "appTitle": "Spotify: música y pódcasts",
  "country": "es",
  "reviewId": "14621250560",
  "rating": 5,
  "title": "Facilitar",
  "text": "La app es muy buena pero tendrían que facilitar…",
  "date": "2026-10-03T03:26:53.000Z",
  "appVersion": "9.1.88",
  "thumbsUp": 0,
  "reviewerHash": "00c614367308e0af"
}

App details:

{
  "type": "appDetails",
  "store": "googlePlay",
  "appId": "com.spotify.music",
  "title": "Spotify: música y podcasts",
  "rating": 4.2,
  "ratingsCount": 36424653,
  "installs": "1.000.000.000+",
  "version": "VARY",
  "updatedAt": "2026-09-29T…",
  "developer": "Spotify AB"
}

Pricing

Pay per event – you only pay for what you get:

• Review – per review written to the dataset.
• App details – per app × country.

Use Maximum cost per run to cap spending; the actor stops gracefully when it is reached.

Limits & notes

• Apple only exposes roughly the 500 most recent reviews per country for each app. Add more countries to get more.
• Google Play has no practical limit; large apps may have millions of reviews – set maxReviewsPerApp.
• Data comes from publicly available store pages and Apple's public RSS/lookup feeds. You are responsible for using it in line with applicable laws (e.g. GDPR) and store terms.

Support

Open an issue on the Issues tab – fixes usually ship within 48 hours.