App Store & Google Play Reviews Scraper ⭐

Scrape user reviews from both the Apple App Store and Google Play for any app — in one run, across any country. Get clean, structured data: rating, title, review text, app version, date, and the developer's reply.

Pay per review. No subscription. No login required. Fresh data on every run.

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💡 Who it's for

• App developers — monitor your reviews (and your competitors') across both stores and every country.
• ASO agencies — track rating and review velocity over time.
• Product & CX teams — surface bugs, feature requests, and sentiment shifts as they happen.
• AI / LLM pipelines — feed structured review text into sentiment, summarization, and analysis.

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🚀 Quick start

Paste app URLs (App Store, Google Play, or both) — the scraper detects each store automatically:

{
    "apps": [
        "https://apps.apple.com/us/app/whatsapp-messenger/id310633997",
        "https://play.google.com/store/apps/details?id=com.whatsapp"
    ],
    "country": "us",
    "maxReviewsPerApp": 200,
    "sort": "newest"
}

You can also pass raw Apple IDs (310633997) or Play package names (com.whatsapp).

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⚙️ Input

Field	Required	Description
apps	✅	App Store / Play URLs, Apple IDs, or Play package names — one per line.
country	—	Two-letter store code (us, gb, in, de…). Default us.
maxReviewsPerApp	—	Cap per app (default 100; Apple's public feed maxes ~500). Charged per review.
sort	—	newest (default) or most_relevant.

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📤 Output

Both stores normalized into one clean schema:

Field	Example
store	"app_store" or "google_play"
appId	"310633997" / "com.whatsapp"
country	"us"
rating	4
title	"Great but…"
text	"Works well, though the latest update…"
appVersion	"26.31.74"
date	"2026-08-11T…"
developerReply	"Thanks for the feedback…" (Google Play)
reviewUrl, author, scrapedAt	included on every row

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💰 Pricing

Pay-per-review: you are charged only for reviews actually delivered. No monthly fee, no charge for empty runs. Set maxReviewsPerApp to cap your spend exactly.

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❓ FAQ

Do I need an account? No. Public review data only.

Both stores at once? Yes — mix App Store and Play URLs freely in one run.

Which countries? Any store's country code. Run the same apps across many countries to compare.

How many reviews can I get? Google Play supports deep pagination. Apple's public feed caps at roughly 500 per app.

Empty fields? Some reviews have no title or version — those come back empty rather than guessed.

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Not affiliated with Apple or Google. Use responsibly and in line with applicable terms and data-protection law.