Text Analysis Tools
for App Store Reviews
Semantic analysis designed specifically for app reviews. Surface common words, phrases and topics — and see exactly what drives your 1 and 5‑star reviews.
Battery drain is an issue, but the redesign is excellent.
Offline mode keeps crashing — very frustrating.
Love the new search — fast and intuitive.
Cxorbi reads every review, analyzes it, and automatically categorizes it in the background.
Users have created over 32,000 Tags to manually categorize reviews and power their product roadmaps.
Cxorbi automatically analyzes new reviews against 23,000+ custom keyword clusters.
The ONE drawback and suggestion I have is a home button somewhere in the app! When deep in the app it gets cumbersome to go back. Also the battery drains quite fast, but otherwise I LOVE your app!
Keyword Highlighting
Understand app feedback at a glance
Cxorbi automatically highlights the words and phrases driving customer sentiment — without you reading a single review manually. Hover over any word to reveal its topic tag.
- Words and phrases auto-highlighted by sentiment
- Click any topic to drill into matching reviews
- Track keyword trends over time and by version
- Export annotated reviews to your team's tools
Sentiment Breakdown
Semantic analysis, built for app reviews
Generic NLP tools aren't designed for app reviews. Cxorbi handles emoji, abbreviations, and unconventional language with purpose-built models trained on millions of real reviews.
- What drives sentiment for our latest feature?
- What are the most common topics in 1-star reviews?
- How do customers feel about our new design?
- What are our most popular feature requests?
By Platform
Topic Intelligence
Make sense of your unstructured feedback
Our AI automatically classifies the unstructured text in your reviews — finding common keywords, trending themes, and flagging time-sensitive issues before they escalate.
- Sentiment
- Keywords
- Common Phrases
- Trending Topics & Tags
- Emotional analysis
- ... and much more
Every text analysis tool you need
Purpose-built for app reviews. Every tool surfaces the insights that move your star rating.
Discover the exact words dominating your reviews. Spot vocabulary shifts across versions.
Auto-cluster reviews into topics. Create custom tags to categorize feedback your way.
Purpose-built NLP trained on app reviews — handles emoji, slang, and abbreviations.
Get notified when a topic spikes. Catch complaints before they damage your rating.
Analyze reviews in 20+ languages. Understand what drives low ratings in every market.
Define keyword clusters to monitor exactly what matters to your product team.