ReviewsInsighter scrapes thousands of App Store and Play Store reviews from any competitor app. AI surfaces where they're losing users, what jobs they leave undone, and which gaps are yours to take — before you commit to your next sprint.
Overall Sentiment
7.8/10
Positive
64%
Neutral
22%
Negative
14%
Top 5 Insights
Thousands of competitor reviews are a direct line to market blind spots. Most teams never read them.
Competitors' 1-star reviews are a live map of market failures and unmet needs. The teams that read them find differentiation opportunities. Most product teams never look.
Manually combing through hundreds of App Store and Play Store reviews to separate noise from insight takes a researcher days. By the time you have findings, the sprint has already started.
Building because a competitor built it isn't product strategy. Understanding why their users are churning — and what jobs those users actually need done — is.
No spreadsheets. No manual tagging. No waiting a week for a research report.
Drop in any App Store or Google Play link. Choose a date range and country. That's the entire setup.
Gemini 2.5 Flash reads thousands of reviews and surfaces the top 10 things users love and the top 10 problems they keep reporting — prioritized, not summarized.
Get your insight report. Chat with the data using 6 built-in UX frameworks. Export to CSV. Discover why their users churn, validate your hypotheses, and find the exact friction points their team still hasn't solved.
From scraping competitor reviews to AI analysis to export — one platform handles the whole workflow.
Paste any App Store or Google Play URL and pull hundreds of competitor reviews by date range and country — no API key, no setup, no waiting.
Powered by Gemini 2.5 Flash. Surfaces the top 10 things competitor users love and the top 10 problems they keep reporting — prioritized insights ready to paste straight into your roadmap.
GA4-style dual calendar to scope any date range. Filter by country to see how a competitor's reputation shifted after their last update, or how markets feel differently.
Six built-in UX frameworks guide the analysis: Pain Points, Feature Gaps, Onboarding, JTBD, Aesthetics, Strategy. Ask a competitor's reviews anything.
Export all reviews and insights to CSV. Drop them into your planning doc, Notion board, or share with your team — in one click.
Compare competitor sentiment across countries. A feature users hate in one market might be the gap you fill in another. Spot the opportunity before anyone else does.
Watch AI read thousands of competitor reviews and surface where they're losing users, which jobs go unmet, and where you can win — in seconds, not sprints.
The onboarding is super confusing. Took me 10 minutes to figure out the main screen.
Love the new dark mode! Finally a weather app that doesn't blind me at night.
App crashes every time I try to check the 7-day forecast. Unusable on Android 14.
Great app overall but the export feature is missing. I want to save reports.
Notifications are too aggressive. I get alerts for cities I don't care about.
Best weather app I've used. The radar view is incredibly detailed.
Why is there no widget? Every other weather app has one. This is 2025.
Premium pricing is ridiculous for basic features that competitors offer free.
"The onboarding is super confusing. Took me 10 minutes to figure out the main screen."
🔴 Churn Risk: Onboarding failure accounts for 34% of 1-2 star reviews — power user segment most affected
Supported Platforms
Everything you need to know before you start your first analysis.
Every sprint you plan without this intelligence is a bet on assumptions you could have validated. Analyze any competitor's reviews free — no credit card, no setup.
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