YouTube Agent

Overview

AI agent specialized in YouTube comment analysis, sentiment tracking, and engagement reporting.

Capabilities

Comment Analysis

• Fetches all comments for videos
• Thread-based comment retrieval
• AI-powered sentiment analysis
• Top commenter rankings

Engagement Insights

• Comment moderation flags
• Engagement rate calculations
• Viral comment detection
• Reply recommendation

Reporting

• Automated email reports
• Dashboard summaries
• Trend analysis over time

Use Cases

• Comment moderation
• Community management
• Influencer analytics
• Content strategy

Dependencies

• YouTube Data API v3
• OpenAI/Gemini
• Google Sheets
• Gmail