About ReviewStack

The fastest way to understand what your users really think about your app.

ReviewStack helps developers, product managers, and teams make sense of Play Store reviews at scale. Instead of manually reading through hundreds of reviews, get instant sentiment analysis, smart categorization, and AI-powered insights that tell you exactly what to fix, what to build, and what users love.

Run competitor analysis by comparing up to 4 apps side by side. See how your sentiment, ratings, and top issues stack up against the competition. Track apps on your watchlist and export reports to share with your team.

Sentiment Analysis

Every review scored and classified so you know how users feel at a glance.

Smart Categorization

Reviews auto-sorted into bugs, crashes, feature requests, and more.

AI Insights

Executive summaries, top issues, and clear next steps powered by Groq.

Competitor Analysis

Compare up to 4 apps side by side. See how ratings, sentiment, and issues differ.

Compare Apps

Shareable comparison URLs so your team can review the same data.

Watchlist

Track apps you care about and keep tabs on how their reviews change over time.

Export Reports

Download analysis results as CSV or JSON to share with stakeholders.

Fast & Reliable

Analyze up to 1,500 reviews in seconds with our optimized pipeline.

Privacy First

We only access publicly available review data. Your account data stays yours.

Get started

No sign-up required to try it out. Just search for any app and see the results.

Analyze an app