Free App Review Analysis Tool
Paste any iOS or Android app URL → get pain points, sentiment analysis, and product opportunities from real user reviews. Free, no signup.
Ready to analyze an app?
Start Free Analysis →How It Works
- Paste any App Store or Google Play URL
- AI scrapes 50-500 real negative reviews (1-3 stars)
- Pain points clustered by embeddings + scored by severity
- Product opportunities validated by founder personas
What You Get
- Top 3-5 pain point clusters with real user quotes
- Severity scores (1-10) and frequency counts
- 3-5 validated product opportunities
- Sample negative reviews (real, not generated)
Common Questions
Q: What is an app review analysis tool?
A tool that reads user reviews from app stores, clusters complaints by topic using AI, and scores pain points by severity. Review2Idea also generates product opportunities.
Q: Is it free?
Yes. First analysis is free, no signup. Paste any app URL to start.