FanDecode – Transform YouTube comments into actionable insights

Summary: FanDecode analyzes YouTube comments by classifying sentiment and intent, identifying themes and top questions, and providing actionable recommendations supported by evidence comments.

What it does

It processes video comments to deliver sentiment and intent breakdowns, theme exploration, and evidence-linked actionable items with cluster drill-downs explaining insights.

Who it's for

Creators seeking data-driven guidance from YouTube comment feedback.

Why it matters

It replaces manual comment review with clear, evidence-backed decisions to improve content direction.