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YouTube Comment Summary

Paste a video's comments to find the questions and requests viewers repeat most.

  • 100% free
  • Runs in your browser
  • Nothing is uploaded

Last reviewed by the OnlineToolPro team

Coming soonAnalysing comments straight from a video link. For now, copy the comments and paste them below.

0 comments · never uploaded or stored

See what your audience is discussing

Find repeated questions, requests, common topics and frequently mentioned terms.

What is the YouTube Comment Summary?

Reading hundreds of comments takes time. Paste a video's comments and this tool groups them to show the questions and requests people repeat most often, along with common topics. Everything is analysed in your browser.

How it works

How to use the YouTube Comment Summary

3 simple steps. No experience needed.

What can you use it for?

  • Find follow-up video ideas from what viewers keep asking for.
  • Spot confusion in a tutorial so you can add a pinned comment or correction.
  • Get a quick sense of how viewers reacted to a video.

Good to know

What the comment analyzer finds

It groups repeated questions and requests, surfaces common two- and three-word topics, counts frequently mentioned terms and gives an estimated sentiment split — so you can see what your audience is discussing without reading every comment.

How it works

Public top-level comments are fetched from the YouTube Data API (or pasted by you). Analysis runs in your browser: questions are detected by punctuation and question words, similar ones are grouped by word overlap, requests are matched by patterns like “can you make…”, and sentiment uses a small word lexicon with negation handling.

Limitations

  • Estimated sentiment misses sarcasm, slang and context.
  • Only up to 300 top-level comments are analyzed; replies are excluded.
  • English-language patterns only.

FAQ

Frequently asked questions

Are pasted comments stored?

No. Pasted comments are analyzed in your browser and never uploaded.

Is the sentiment result accurate?

It's an estimate from a word lexicon. Use it as a rough guide alongside the grouped questions and examples, not as a verdict.

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