
Comment Sense
Turn any YouTube video's comments into market research
18 followers
Turn any YouTube video's comments into market research
18 followers
Extract YouTube comments and turn them into actionable insights, instantly without all the copy pasting. Market research direct from the audience.





🧠 Comment Sense - Turn any YouTube video's comments into actionable product insights
Stop spending hours manually reading through YouTube comments. Comment Sense instantly extracts and analyzes video comments, helping product developers, solo founders, and indie devs like you uncover hidden user pain points and feature requests.
Why I built this: I was researching YouTube comments to find my next product idea, but manually copying comments from different videos and pasting them into chatbots was slow and clunky. It was super frustrating.
⚡ What makes it special:
• Instant extraction - Get all comments from any YouTube video in seconds (vs. hours of manual work)
• AI-powered insights - Chat with Claude AI to identify patterns, themes, and pain points
• No setup required - No API keys needed, just paste a YouTube URL and go
• Multi-video workflow - Analyze multiple videos simultaneously with our tab system
🎯 Perfect for:
• Analyzing comments on competitor review videos to discover what features users actually want
• Extracting key topics and pain points from product demo videos
• Understanding user sentiment around specific features or updates
• Finding content ideas based on what your audience is discussing
🆓 Currently free to use (pricing coming later)
Whether you’re validating a new feature idea or researching competitor feedback, Comment Sense gives you instant access to the voice of real users - no more endless scrolling through comment sections.
Ready to turn comments into insights? Try Comment Sense!
npm
@mariordev Thanks! It's been a useful tool for me so far
Looks very helpful, congrats on the launch @tom_elliot !
Super simple and easy to use! Well done. Gave some good insights that I did not expect.