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How it works

From thousands of comments to a decision you can act on

An AI research analyst that reads the conversation for you and reports back in plain language.

3 minutes · captions included · Enter a link → collect → analyze → Voxlyt Pulse → evidence → Voxlyt Decision Engine → report.

01

Point us at a conversation

Paste a YouTube video URL, channel or handle, a creator name, a brand name, or a keyword/topic.

02

We collect the public data

Public video and channel metadata plus comments are retrieved through the official YouTube Data API, with pagination and quota handling. Nothing is invented.

03

Patterns are extracted

Comments are clustered into themes, sentiment, audience segments, pain points, requests and objections.

04

You get decisions, not dashboards

Insights are translated into prioritized actions for your role — brand, creator, agency, small business or researcher.

Start free in under a minute

Create an account and run your first audience analysis today.