Free App Store & Google Play Review Analysis Tool
Paste any iOS or Android competitor URL to find repeated pain points, real review evidence, and product gaps. Start with one free report, then upgrade only when you need more scans.
Ready to analyze your first competitor?
No need to find the store link manually. Search by app name, or paste an App Store / Google Play link.
For a useful first report, choose an established competitor with enough recent 1–3 star reviews. Very new apps or apps with few low-rating reviews may not produce a report.
Your first report is free. Create an account to unlock it, then add credits when you need more scans. Pro is $19/month for 200 credits, about 8 deep 500-review scans.
Use Complaints as Research Leads, Not Proof
A repeated complaint shows where to investigate. It does not prove a customer will switch or pay. Scan several relevant competitors, look for the same costly workflow failure, then speak with the people who have a workaround before committing to an MVP.
How It Works
- Paste an App Store or Google Play URL
- Collect real low-rating reviews from the app store
- Cluster repeated complaints and score severity
- Turn the strongest pain points into product opportunities, PRD notes, and marketing angles
What You Get
- Top 3-5 pain point clusters with real user quotes
- Severity scores (1-10) and frequency counts
- 3-5 evidence-backed product opportunities
- Sample negative reviews (real, not generated)
Go Deeper With Competitor Research
Use the free scan to find an initial signal, then compare several competitors before deciding what to build.
Common Questions
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.
Yes. Your first report is free to generate. Create a free account to unlock the full analysis, then add credits when you need more competitor scans. Pro is $19/month for 200 credits.