Analyzes and visualizes App Store review CSV data to uncover user satisfaction trends and performance insights.
App Review Analyzer is a specialized skill for Claude Code designed to streamline the processing of App Store review exports. It automates the validation of CSV data and executes Python-based analysis to generate comprehensive visual reports, including rating distributions, temporal trends, and version-specific performance metrics. By extracting key sentiment drivers and identifying common user complaints, this skill enables developers and product managers to transform raw feedback into actionable product improvements and data-driven development strategies.
Key Features
01Visual generation of rating distribution and trend graphs
02Version-by-version rating analysis to track app stability
03Automated validation of App Store CSV data structures
04Summary report generation in both text and image formats
050 GitHub stars
06Keyword extraction for positive and negative review sentiment
Use Cases
01Product managers conducting sentiment analysis after a new app release
02Developers identifying specific versions that caused a dip in user satisfaction
03Marketing teams tracking brand reputation trends over monthly intervals
