Analyze your video comments

Stop wasting hours reading comments. Get the signal from your audience in seconds.

Paste a YouTube video link and quickly see what your audience is really saying.

You’ll be asked to log in after we fetch your video so you can save your analyses.

How Miralgo Works

From noisy comments to clear audience insight in three steps

1Paste your video link

Drop in any public YouTube URL. We fetch the comments automatically — no exports, no spreadsheets.

2Let the AI read everything

Our models group similar comments together, detect sentiment and intent, and surface the themes your audience cares about.

3Act on the insights

Scan these groups, filter by sentiment, and search by meaning to help you decide what to create next, what to improve, and what to double down on.

What You See

A clear dashboard of how your audience reacts

Miralgo turns thousands of raw comments into a handful of concrete narratives you can act on — without building your own data pipelines or dashboards.

  • Groups of similar comments that show the main topics and talking points in your audience — not just word clouds.
  • Sentiment and intent breakdowns so you can separate hype, questions, and friction in a single view.
  • Semantic search over all comments to instantly find what people say about a feature, format, or idea.
  • Entity and link highlights to see who and what your audience references most.
Comment analysis
AI summary

Top comment group

Feature requests & ideas

42% of comments are asking for improvements or new content directions.

Sentiment

Mostly positive

Strong praise, with a small pocket of confusion around setup.

Watch for

Onboarding issues

Viewers struggle with the first 2 minutes of the workflow.

Search comments by meaning…

Ready to understand your audience from one link?

Paste your next video and get a full comment analysis in a few seconds — grouped comments, sentiment, and search in one place.

Analyze a video