Analyze App Ratings and Reviews at Scale
Decode user feedback with AI to reveal sentiment trends and top themes across markets, competitors, and app versions.
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Leverage user feedback to improve your brand and product
Tap into millions of Ratings and Reviews for your app and competitors to reveal what users really think, and what to build next.
Benchmark brand reputation across key markets
Compare your app’s average rating, review volume, and sentiment trends with direct competitors and category leaders. Identify regions where you're winning or where local competitors are outperforming you.
Improve your app based on what users really want
Use AI-tagged reviews to uncover recurring user pain points across your app and competitors – like onboarding issues, crashes, or confusing UX. Prioritize the fixes that will have the biggest impact on satisfaction and retention.
Track user satisfaction before and after key releases
See in real-time how user sentiment shifts in response to version updates, pricing changes, or marketing campaigns, so you can measure impact and double down on what’s working.
Expose the why behind competitor spikes or slumps
Your competitor just spiked in DAUs or dropped in retention? Connect the dots fast – spot the real reasons with sentiment and topic trends that reveal what users are loving or leaving.
Why Similarweb for App Intelligence
Superior accuracy
Industry-leader with the most reliable and extensive data sources to guide critical decisions.
Complete digital view
The only platform giving you App and Web Intelligence for full competitive context.
Global coverage
Track 4M+ apps across in 58 countries—covering both established and emerging markets.
Flexible data access
Use data how you need it – via platform, API, or tailored feeds for your workflow.
Freshest SDK data
Access 2.8K+ SDKs across 2M+ apps and 32 categories, updated continuously.
Intuitive design
A user-friendly platform built for clear, visual access to the insights that matter most.
FAQ
What is Similarweb App Ratings & Reviews?
It’s a tool that helps you monitor and analyze public user sentiment across Google Play and the App Store—so you can make smarter product and marketing decisions.
How does Sentiment Analysis work?
Our platform analyzes over 4 billion app store reviews. With AI, each review is classified as positive, negative, or neutral, and automatically tagged by theme—like pricing, UX, bugs, or support. This makes it easy to understand what users are talking about, and what’s driving their feedback.
Can I see how sentiment changes over time?
Yes. You can track Review volume and Rating stability across different versions or timeframes to assess long-term brand health or product release impact.
Can I benchmark my app against competitors?
Absolutely. You can compare App Ratings and Review trends to category leaders, fast risers, or direct competitors in any market.