Free Tool

Audience Comment Insights Tool

Understand what your viewers are really saying. Analyze comment sentiment, recurring themes, and audience questions to guide your next video.

100% free ~20 seconds No signup
Starting...
Analysis complete
Sentiment Score
Negative Neutral Positive
Sentiment Breakdown
What Viewers Love
What Viewers Criticize
Video Performance Dashboard
7.2%
Click-Through Rate
48.3%
Avg Retention
B+
Title Grade
A-
Thumbnail Grade
Grade Trend (8 weeks)
▬ Title
▬ Thumbnail
▬ SEO
Traffic Sources
Search 42%
Browse 28%
Suggested 18%
External 12%

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How It Works

1

Link Your Video

Paste any video from your channel with active comments

2

AI Reads the Room

Scans hundreds of comments for sentiment and recurring themes

3

Know Your Audience

See what viewers loved, what they want next, and what confused them

Perfect For

🎥

Planning Your Next Video

Discover exactly which topics your viewers are asking for

📈

Gauging Video Reception

See whether a new format or topic actually resonated

🔍

Spotting Content Gaps

Find viewer questions you have not answered yet

🏢

Community Health Checks

Track if sentiment is shifting positively or negatively over time

FAQ

How can comment analysis help me grow my channel?

Your comment section is a direct feedback loop from your audience. This tool turns hundreds of scattered comments into organized insights: which parts of your video resonated most, what topics viewers want covered next, and where they got confused. Creators who consistently act on comment insights typically see stronger viewer retention on subsequent uploads.

Should I run this on every video I upload?

Running it on your last 3-5 videos gives you the clearest picture of audience sentiment trends. For individual videos, wait at least 48 hours after publishing so enough comments accumulate. It is especially valuable for videos where you tried something new -- a different format, topic, or style -- to see how viewers actually responded.

What if my video only has a few comments?

The tool works best with at least 20-30 comments. Newer or smaller channels with fewer comments will still get useful results, but the themes and sentiment patterns become more reliable as the comment count grows. Videos with under 10 comments may not produce meaningful trend data.

Can I use this to find content ideas for future videos?

That is one of its strongest use cases. The "viewer questions" and "suggestions" sections surface exactly what your audience wants to see next. Many creators keep a running list of comment-sourced video ideas and reference it whenever they plan their content calendar.

Does it show which comments I should reply to?

The "notable comments" section highlights the most impactful comments worth your attention -- whether they are highly engaged, contain detailed feedback, or ask questions other viewers are likely wondering about. Replying to these high-value comments boosts engagement signals for the algorithm.

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Unlock Unlimited Creator Tools

You analyzed comments on 1 video. Monitor sentiment across all your uploads.

Connect your channel for auto-analysis, weekly digests, and unlimited tool access.

Starter
$9/mo
  • 1 YouTube channel
  • Auto-analyze every upload
  • Weekly performance digest
  • 30 AI tool credits/month
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Pro
$19/mo
  • Everything in Starter
  • 3 YouTube channels
  • Score history & trends
  • 100 AI tool credits/month
Agency
$49/mo
  • Everything in Pro
  • 20 YouTube channels
  • 500 AI tool credits/month
  • Priority support
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