Analyze App Review Sentiment
Understand how users feel about your app by analyzing sentiment patterns across hundreds or thousands of reviews.
Extract and prioritize feature requests hidden in app store reviews to inform your product roadmap.
ToolApp Review AnalysisYour users are telling you exactly what they want -- in their reviews. Feature requests are scattered across thousands of reviews in natural language, making them easy to miss when reading individually. A user might say "I wish I could export to PDF" in a 4-star review, or "would be perfect if it synced with my calendar" in a 3-star review. These signals are gold for product planning.
The aggregate_reviews skill scans your reviews and extracts feature requests, grouping similar requests together and ranking them by frequency and user demand. Instead of guessing what users want, you get a data-driven feature priority list straight from the people using your app. This closes the gap between what you think users need and what they actually ask for, leading to higher satisfaction and better retention when you deliver the features they have been requesting.