AI YouTube Analytics Agent: Comment Analyzer & Insights Reporter

Nodes

+4

🚀 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

🎯 Key Benefits

✅ Deep Audience Insights: Understand what viewers really think about your content
✅ Save Hours of Manual Work: Automated comment analysis vs reading hundreds of comments
✅ Improve Content Strategy: Get actionable feedback for better video performance
✅ Track Sentiment Trends: Monitor positive/negative feedback patterns
✅ Professional Reporting: Receive formatted analysis reports via email
✅ Scalable Analysis: Process multiple videos automatically

🏢 Perfect For

Content Creators & YouTubers

Individual creators tracking audience engagement
Educational channels analyzing learning feedback
Entertainment creators understanding viewer preferences
Business channels monitoring brand sentiment

Marketing & Business Applications

Brand Monitoring: Track sentiment on branded content and partnerships
Audience Research: Understand viewer demographics and preferences
Content Optimization: Identify what resonates with your audience
Competitor Analysis: Analyze comments on competitor videos (where allowed)

⚙️ What's Included

Complete Analytics Workflow: Ready-to-deploy YouTube comment analysis system Google Sheets Integration: Simple spreadsheet-based video management YouTube API Integration: Automated comment fetching with proper authentication AI Analysis Engine: GPT-4 powered sentiment and insight generation Email Reporting System: Professional HTML-formatted reports Status Management: Automatic processing tracking and duplicate prevention

🔧 Setup Requirements

n8n Platform: Cloud or self-hosted instance
YouTube API Credentials: Google Cloud Console API access
OpenAI API: GPT-4 access for comment analysis
Google Sheets: Video ID management and status tracking
Gmail Account: For receiving analysis reports

📊 Required Google Sheets Structure

| ID | Video Title | YouTube Video ID | Status |
|----|-------------|------------------|---------|
| 1  | My Tutorial | dQw4w9WgXcQ     | Pending |
| 2  | Product Demo| abc123def456    | Mail Sent |
| 3  | Weekly Vlog | xyz789uvw012    | Draft |

Status Options: Draft → Pending → Mail Sent

📧 Sample Analysis Report

📺 YouTube Comments Analysis Report
Video: "How to Build Your First Website"

📊 Quick Statistics:
• Total Comments Analyzed: 87
• Average Likes per Comment: 3.2
• Total Replies: 156
• Sentiment Summary: Positive: 65%, Negative: 10%, Neutral: 25%

❓ Common Questions:
• "What hosting service do you recommend?"
• "Can I do this without coding experience?"
• "How much does domain registration cost?"

💡 Key Feedback Points:
• Tutorial pace is perfect for beginners
• More examples of finished websites requested
• Viewers want follow-up video on advanced features

🎯 Actionable Insights:
• Create hosting comparison video
• Add timestamps for different skill levels
• Consider beginner-friendly series expansion

🎨 Customization Options

Analysis Depth: Adjust AI prompts for different analysis focuses (engagement, education, entertainment) Comment Limits: Modify maximum comments processed (default: 100, AI analysis: 50) Report Recipients: Send reports to multiple team members or clients Custom Metrics: Add specific analysis criteria for your content niche Multi-Channel: Process videos from multiple YouTube channels Scheduling: Set up regular analysis of your latest videos

🏷️ Tags & Categories

#youtube-analytics #comment-analysis #content-creator-tools #ai-sentiment-analysis #video-insights #audience-research #youtube-api #content-optimization #social-media-analytics #creator-economy #video-marketing #engagement-analysis #content-strategy #ai-reporting #youtube-automation

💡 Use Case Examples

Educational Channel: Analyze tutorial comments to identify confusing concepts and improve teaching methods Product Reviews: Monitor sentiment on review videos to understand customer satisfaction trends
Entertainment Creator: Track audience reactions to different content formats and optimize future videos