Clarity from thousands of YouTube comments

Miralgo helps creators understand what their audience is really saying in the comments — without reading every thread or building their own dashboards.

Built for creators who think in videos, not spreadsheets

Paste a YouTube link, and Miralgo reads the comment section for you. We group similar comments into clear themes, detect sentiment and intent, and make it easy to search by meaning — so you can see what's resonating, what's confusing, and what viewers are asking for next.

  • Groups of similar comments that surface the main themes across thousands of messages.
  • Sentiment and intent labels that separate praise, questions, critique, and ideas.
  • Semantic search so you can instantly find what viewers say about a topic or feature.

Why we built Miralgo

Comment sections are one of the richest sources of feedback a creator has, but they're noisy and hard to act on. Miralgo exists to turn that noise into a small set of clear, actionable insights you can use to shape your next videos, products, and experiments.