📱 Google Play Reviews, Star Ratings & Churn Scraper
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📱 Google Play Reviews, Star Ratings & Churn Scraper
Extract Google Play Android app user reviews, 1-5 star ratings, developer replies, and automated sentiment tags. Built for mobile app developers, ASO marketers & competitor intelligence.
Pricing
from $0.98 / 1,000 results
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Developer
David A
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2
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4 days ago
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📱 Google Play Reviews, Star Ratings & Churn Intelligence Scraper
Extract Google Play Android app user reviews, 1-5 star ratings, developer responses, version metadata, and automated sentiment tags in real time without API keys or authentication walls.
Built specifically for Mobile App Founders, Product Managers (PMs), App Store Optimization (ASO) agencies, and Hedge Funds.
🎯 Key Capabilities
- Complete Review Metadata: Review text, 1-5 star ratings, thumbs-up counts, reviewer names, and app version numbers.
- Developer Response Tracking: Captures official developer replies and response timestamps to monitor customer support velocity.
- Automated Sentiment & Churn Risk: Automatically flags critical negative reviews (
CRITICAL_CHURN_RISK), neutral feedback, and promoter praise (POSITIVE). - Global Multi-Country Support: Filter reviews by country (e.g.
us,kr,gb,de,jp) and localized languages (en,es,ko, etc.).
💼 High-Value Use Cases
- Competitor Churn & Defection Radar: Benchmark competitor app ratings after major version releases to identify bugs and lure frustrated users.
- ASO & Keyword Optimization: Discover frequently mentioned terms in 5-star and 1-star reviews to boost store ranking.
- Executive Product Intelligence: Stream customer feedback directly into Slack or data warehouses for real-time alerting.
⚙️ Input Parameters
| Parameter | Type | Description | Default |
|---|---|---|---|
appId | String | Google Play package name (e.g. 'com.spotify.music'). | 'com.spotify.music' |
maxReviews | Integer | Maximum reviews to extract (5-500). | 50 |
sortBy | Select | 'NEWEST', 'MOST_RELEVANT', or 'RATING'. | 'NEWEST' |
country | String | Two-letter country code. | 'us' |
lang | String | Two-letter language code. | 'en' |