📱 Google Play Store Scraper — Reviews, Details & Keyword Search

Pull thousands of Google Play reviews, full app metadata, and now real keyword search results — no login, no API key, no Google quota. Fast, reliable, and always up to date.

Paste an app ID (com.whatsapp) or a search keyword (fitness tracker), hit Start, and get clean structured data. An example is pre-filled — try it in one click.

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⭐ What you get

Per review:

• ⭐ Star rating (1–5)
• 👤 Author name & avatar
• 📝 Full review text
• 👍 Thumbs-up (helpful) count
• 📅 Review date
• 📦 App version reviewed
• 💬 Developer reply (+ reply date)

Per app (optional):

• App title, developer, genre
• ⭐ Overall rating + total rating count
• 📥 Install count
• 💲 Price & currency
• 🖼️ Icon + description

Per keyword search result (NEW):

• App title, developer, package id
• ⭐ Rating score
• 💲 Price, currency, free/paid
• 📝 Full description
• 🖼️ Icon + direct Play Store URL

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🚀 Why people love it

• No API key, no login, no quota — uses Google Play's own public data, so it never asks you to sign in.
• Real keyword search — find apps the same way Google Play's own search does, for ASO and competitor research. Verified live: searching "fitness tracker" returns Google Fit, Samsung Health, MyFitnessPal — real, current, ranked results.
• Auto-pagination — collect anywhere from 10 to 20,000 reviews per app.
• Bulk — scrape many apps and many search terms in one run.
• Built for reliability — retries with jittered backoff on transient failures, so a bulk run of many apps/terms doesn't die on one bad request.
• Sort — newest, most relevant, or by rating.
• Any country / language — country + language codes supported.
• Clean JSON / CSV / Excel — export anywhere, or push to your own pipeline.

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🎯 Perfect for

• App developers — track your reviews & version complaints, never miss a bug report.
• ASO & marketers — find competitor apps by keyword, mine reviews for feature gaps and messaging.
• Researchers — sentiment analysis on thousands of real user opinions.
• Support teams — surface and answer recurring problems.
• Investors / analysts — gauge an app's reception at scale.

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🧾 Input

Field	Example	Notes
searchTerms	fitness tracker	Keywords to find apps by. ~20-30 results per term (Google's own page limit — honest, not artificially capped).
appIds	com.whatsapp	Package id or full Play Store URL, for reviews + details. One or many.
maxReviews	200	Per app. Up to 20,000.
sort	newest	newest · relevant · rating
includeAppInfo	true	Also fetch app metadata
country / language	us / en	Localize results

📤 Output

Review row:

{
  "app_id": "com.whatsapp",
  "app_title": "WhatsApp Messenger",
  "author": "Jane D.",
  "rating": 4,
  "text": "Great app but the last update is buggy…",
  "thumbs_up": 23,
  "review_date": "2026-05-08T10:21:00+00:00",
  "app_version": "2.26.x",
  "developer_reply": "Hi Jane, please update to the latest version…",
  "review_id": "…"
}

Search-result row (real example, pulled live):

{
  "success": true,
  "search_term": "fitness tracker",
  "app_id": "com.google.android.apps.fitness",
  "title": "Google Fit: Activity Tracking",
  "developer": "Google LLC",
  "score": 3.45,
  "score_text": "3.5",
  "price": 0.0,
  "currency": "USD",
  "free": true,
  "summary": "Get to a healthier and more active life with the new Google Fit…",
  "icon": "https://play-lh.googleusercontent.com/...",
  "url": "https://play.google.com/store/apps/details?id=com.google.android.apps.fitness"
}

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💡 Tips

• Use searchTerms first to discover competitor apps in a niche, then feed their app_ids into appIds to pull their reviews.
• Use sort: newest to monitor fresh feedback after a release.
• Increase maxReviews for deep sentiment datasets.
• Add several appIds (yours + competitors) to benchmark in one run.

Honest scope

Keyword search returns Google Play's own first-page results (~20-30 apps per term) — there is currently no stable, publicly-exposed continuation token for deeper search pagination, so this actor never fakes a "load more" that isn't really there.

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Also known as / search terms

Google Play scraper, Android app reviews API, Play Store review scraper, ASO keyword search, app store review scraper, Google Play search API, app competitor analysis, Android app data scraper, Play Store app details API, app review sentiment analysis, google play scraper python, app store optimization tool.

Questions or a field you'd like added? Message me — happy to help. 🙌