Google Play reviews, pulled and analyzed in one step.
nsight fetches public reviews and ratings from Google Play, then runs AI analysis to surface what users love, what frustrates them, and what to fix first.
Android apps accumulate massive volumes of public feedback on Google Play. nsight pulls those reviews directly and feeds them into an AI analysis pipeline, giving you structured insight instead of endless scrolling.
How it works
- Search for any public Android app by name
- nsight fetches up to 150 of the most recent reviews
- App metadata is captured: overall score, ratings count, star histogram, version, developer, and genre
- Each review includes the text, star rating, date, author, and app version
- Reviews are cached for 7 days, so repeat reports use fresh data without redundant fetches
What the AI produces
Sentiment score
A 0 to 100 score with trend direction and risk level for the app overall.
Category breakdown
Performance, usability, features, and stability scored individually.
Personas and quotes
Real user archetypes built from the review language, with representative quotes.
Prioritized action plan
Issues ranked by frequency and severity, ready for your backlog.
Cross-platform
If the same app exists on the App Store, nsight can match the two listings using fuzzy title matching and generate a combined or comparative view. Search once, analyze both stores.
Analyze your Google Play reviews
Search for an Android app and get your first AI report free, no credit card required.
Get started free