Turn YouTube comments into actionable insights
Paste a video link and let AI surface the sentiment, hot topics, pros & cons, FAQs and answers — grounded in the actual comments.
Sentiment & emotion
See how viewers really feel — positive, neutral and negative breakdowns plus the dominant emotions behind the comments.
Topic discovery
Recurring themes, pros & cons, and FAQ-style questions extracted automatically from thousands of comments.
Ask AI
Ask questions grounded in the actual comments with cited evidence, powered by retrieval-augmented generation.
How it works
From URL to insight in three steps.
Paste a link
Drop in any YouTube URL or just the video ID.
AI reads the comments
We fetch, clean and analyze up to 2,000 top comments.
Get the insights
Verdict, sentiment, topics, FAQs and grounded Q&A — all in one dashboard.
Ready to understand your audience?
Open the history page to revisit past analyses, or analyze a new video right from the top of this page.
View history