Im building a small tool that extracts product ideas from YouTube comments

When validating SaaS ideas, I kept doing the same thing:

Open a YouTube video in a niche, scroll through comments, manually look for recurring frustrations.

It’s slow and messy.

So I built a simple tool that:

Pulls a batch of comments from a video or channel.
Clusters recurring pain points.
Highlights repeated complaints and requests.
Shows frequency so you can see what actually matters.

It works especially well in technical niches (AI tools, dev tools, SaaS, productivity or even for content or products ).

Instead of reading hundreds of comments, you get a structured breakdown of what people are actually unhappy about or asking for.

Still early, but I’m using it to:

Spot product gaps, Generate SaaS ideas, Analyze competitor audiences, Find better video angles

Would love honest feedback from other builders.

What would make something like this actually valuable for you?

hope you have a nice day out there and share what you building down the comments.

Posted Mar 4, 2026, 10:43 PM UTC

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