---
title: ToolRouter — Use Cases
description: Real-world use cases and step-by-step guides for a ToolRouter tool.
url: https://toolrouter.com/tools/app-review-analysis/use-cases
---
# App Review Analysis — Use Cases

6 use cases for App Review Analysis.

- [Analyze App Review Sentiment](https://toolrouter.com/tools/app-review-analysis/use-cases/analyze-review-sentiment): Understand how users feel about your app by analyzing sentiment patterns across hundreds or thousands of reviews.
- [Identify Feature Requests from Reviews](https://toolrouter.com/tools/app-review-analysis/use-cases/identify-feature-requests): Extract and prioritize feature requests hidden in app store reviews to inform your product roadmap.
- [Track Review Trends Over Time](https://toolrouter.com/tools/app-review-analysis/use-cases/track-review-trends): Monitor how review themes and sentiment evolve across app versions to measure the impact of changes.
- [Compare Reviews Against Competitors](https://toolrouter.com/tools/app-review-analysis/use-cases/compare-vs-competitors): Benchmark your app review sentiment and themes against competitors to identify relative strengths and weaknesses.
- [Identify Bug Reports in Reviews](https://toolrouter.com/tools/app-review-analysis/use-cases/identify-bug-reports): Extract and categorize bug reports from app reviews to catch issues your crash reporting tools might miss.
- [Extract Product Improvement Insights](https://toolrouter.com/tools/app-review-analysis/use-cases/extract-improvement-insights): Turn raw app reviews into actionable product insights by identifying themes, patterns, and priorities.
