AI YouTube analytics agent: Comment analyzer & insights reporter
Transform YouTube comments into actionable insights with automated AI analysis and professional email reports. This intelligent workflow monitors your Google Sheets for YouTube video IDs, fetches comments using YouTub...
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Transform YouTube comments into actionable insights with automated AI analysis and professional email reports.
This intelligent workflow monitors your Google Sheets for YouTube video IDs, fetches comments using YouTube API, performs comprehensive AI sentiment analysis, and delivers formatted email reports with viewer insights - helping content creators understand their audience and improve engagement.
š What It Does
Smart Video Monitoring: Watches Google Sheets for new YouTube video IDs marked as "Pending" and triggers automated analysis
Complete Comment Collection: Fetches up to 100 top comments per video using YouTube API with relevance-based ordering
AI-Powered Analysis: Uses GPT-4 to analyze comments for sentiment, themes, questions, feedback, and actionable insights
Professional Email Reports: Generates detailed HTML reports with statistics, sentiment breakdown, and improvement recommendations
Automated Status Tracking: Updates spreadsheet status to prevent duplicate processing and maintain organized workflow