User Feedback Analysis from YouTube and Google Play Store
If you are a content creator or app developer, you're always concerned about your users. This tool will help you analyze what your audience is saying
Monitoring user reviews on the Google Play Store and comments on YouTube is vital for mobile app product development and content strategy. However, manually reading thousands of comments is impossible. This tool automates feedback ingestion and uses Large Language Models to classify each comment into actionable buckets.
The feedback analyzer fetches reviews and comments via API, cleans the text, and applies multi-class classification to categorize items into: Bug Reports, Feature Requests, Usability Issues, and Positive/Negative sentiment. Creators and developers receive a unified dashboard summarizing key user patterns and high-priority fixes.