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YouTube Comment Insights

Analyze up to 50 comments from any YouTube video to uncover sentiment, themes, and quotes. Then open Postly dashboard to turn insights into content you can publish consistently.

Enter a full YouTube URL (watch, youtu.be, shorts) or a raw 11-character video ID.

Free tier capped at 50.

Sort by YouTube’s algorithm.

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Free tier analyzes up to 50 comments. Want advanced workflows? Open Postly dashboard and publish at scale.
Sentiment Breakdown
Positive: 0
Neutral: 0
Negative: 0
Use this insight in Postly
Top Themes
Run an analysis to see top themes.
Turn themes into posts
Quick Links
View Video on YouTube YouTube Studio Comments
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Highlighted Comments

Grab quotes, identify patterns — then convert them into content inside Postly dashboard.

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No comments yet. Run an analysis to see highlights.
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Turn comments into content that performs

Use insights from this tool to craft smarter content. Open Postly dashboard to create variations, schedule consistently, and publish like a pro.

  • Build a posting routine you can keep
  • Turn themes into post ideas quickly
  • Publish at scale as a creator or team
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All Comments (0)

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No comments yet. Run an analysis to view comments.
Free tier limited to 50 comments. Open Postly dashboard to unlock advanced workflows. Open Postly Dashboard
Powered by the YouTube Data API v3. Sentiment and themes are keyword-based estimates; review the original comments before drawing conclusions.
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Tips for using your result

Look for questions worth answering

Review repeated topics and questions in the comments returned by the tool. Sentiment labels are rough signals and can miss sarcasm or context. A sample of comments is not a complete survey of your audience. Use themes to plan a follow-up video or post, then read the original comments before drawing conclusions.

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