Varun Gupta

Varun Gupta

Building and thinking more analytically.

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Does anyone actually read YouTube comments for insights?

A few months ago I was trying to understand why one of my YouTube videos bombed compared to a similar one that went viral. I spent 3 hours manually reading through comments, copy-pasting into spreadsheets, trying to find patterns.

That's when I built Commetry a Chrome extension that analyzes any YouTube video's comments in seconds using AI. Sentiment breakdown, recurring themes, audience questions, content ideas all from the comment section.

I've been testing it on big channels (MrBeast, Kurzgesagt, Linus Tech Tips) and the insights are genuinely surprising. Turns out audiences talk about very different things than what creators think they care about.
On one MrBeast video, 23% of comments were asking about a topic he's never covered. That's a free video idea sitting in plain sight.

My question to this community: If you're a creator, marketer, or analyst how do you currently make sense of audience feedback at scale? Do you read comments manually, use any tools, or just ignore them?

Varun Gupta

1d ago

Commetry - AI YouTube Comment Analyzer & Audience Insights Tool

Commetry is the first AI-powered YouTube comment analyzer that turns raw comment sections into actionable audience insights right from your browser. While tools like TubeBuddy focus on SEO and VidIQ on analytics, Commetry goes deeper into what your audience is actually saying surfacing sentiment trends, pain points, and content ideas hidden in comments. Perfect for creators, marketers, and researchers who want to understand their audience, not just their metrics.
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