Get organized insights from hundreds of comments in minutes. See what your audience actually wants, what problems they have, and what questions they're asking.
25 credits free • 5 credits per video • Analyze up to 300 comments
Organized themes, specific questions, and clear pain points. No more guessing what your audience wants.
Comments grouped by topic (feedback, questions, requests, complaints). See which themes get the most engagement.
Get the top 5-10 most asked questions with urgency scores. Know which questions could become your next video.
See recurring complaints and problems with severity scores. Know what issues are worth addressing vs ignoring.
Transform raw audience feedback into strategic advantages
Specific situations where comment analysis saves hours and gives you clear direction
"I got 500 comments on my tutorial - I can't read them all but I want to know what people are asking." Get the top questions instantly.
"We launched a product video and got mixed reactions - I need to know if it's mostly positive or if there are real problems." Get sentiment breakdown.
"I need to understand how consumers really feel about this product from authentic discussions, not surveys." Analyze real conversations.
Combine comment analysis with our other tools for comprehensive insights
Integrate YouTube comment analysis directly into your applications or AI assistants
Simple HTTP API for comment analysis integration. Perfect for web applications, mobile apps, and automation workflows.
POST /api/youtube/{video_id}/comments/analyze
Authorization: Bearer your_api_key
Response: Topic clusters, sentiment, Q&A insights
Direct integration with ChatGPT Desktop, Claude Code, Cursor, and other MCP-compatible AI assistants.
# Add to your MCP configuration
"server": "taffy-youtube-analyzer"
"command": ["npx", "@taffy/mcp-server"]
AI can analyze comments automatically
Start analyzing YouTube comments today and discover what your audience really thinks.