Launched this week

Commetry

Launched this week

AI YouTube Comment Analyzer & Audience Insights Tool

2 followers

AI YouTube Comment Analyzer & Audience Insights Tool

2 followers

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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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Launch tags:Chrome Extensions•Analytics•YouTube

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Maker

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Hey Product Hunt! 👋 I built Commetry because I kept running into the same frustrating problem as a YouTube viewer: comments are chaotic. A video gets 2,000 comments and you're left scrolling endlessly, trying to figure out what do people actually think? What questions keep coming up? Are viewers happy or frustrated? Manually reading through all of that is hours of work, and most of it gets ignored. I started with a simple idea: what if you could paste a YouTube URL and get a clean AI summary of the comment section in seconds? Sentiment, themes, top questions, standout comments, everything distilled. But as I built it, I realized the use cases were much broader than I expected. Marketers researching competitor videos. Creators doing audience research before making a new video. Brand managers doing reputation monitoring. So the product evolved from a simple summarizer into a full comment intelligence tool — with emotion analysis, audience insights, creator engagement scoring, and CSV export. The hardest part was making the AI analysis genuinely useful, not just generic. A lot of iteration went into the topic discovery and the way themes get surfaced. I wanted it to feel like a smart analyst read the comments — not just a word cloud. Would love your honest feedback. What would make this a tool you'd actually reach for? 🙏

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17d ago

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14d ago

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?

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