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Google Play Reviews Scraper — Android App Ratings, Reviews & Sentiment

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Scrape Google Play (Android) app reviews — by app ID (com.spotify.music) or Play Store URL. Every review comes with the star rating, full text, date, app version, developer reply and a sentiment label. Built for app teams, ASO, support and competitor analysis. No login, pay per review.

Want this as a managed feed instead of running it yourself?
App Review Intelligence delivers cleaned iOS App Store + Google Play reviews for the apps you choose — CSV + JSON, refreshed on schedule, no scraper to maintain.
See App Review Intelligence →
▶ Run the Google Play Reviews Scraper on Apify — pay per use

What you get per review

  • score — 1–5 star rating, plus a sentiment label (negative 1–2 / neutral 3 / positive 4–5).
  • content — the full review text.
  • appVersion — version reviewed (track release quality over time).
  • replyContent — developer responses; thumbsUpCount, user and date.
Source & trust: Public Google Play review data. No login, structured JSON/CSV, country & language targeting. Pay per review.

Who uses it

  • App & product teams — monitor ratings and catch release-quality regressions by version.
  • Support & CX — triage negative reviews fast (filter to 1-star).
  • ASO & marketing — mine review language for keywords and messaging.
  • Competitive analysis — track rival apps’ reviews and sentiment.

Pricing

Pay-per-review at $0.003 / review — a 1,000-review pull costs about $3. No subscription. $5 free Apify credit to start.

Related NexGenData tools
▶ Start scraping Google Play reviews — $5 free credit

📦 Prefer it delivered? Want it delivered instead of running it? Get the reviews as a maintained data pack. Get the App Review Intelligence data pack →