Comment Explorer

Sentiment, emotion and topic analysis of YouTube comments is what Comment Explorer does, and it hands the results to ChatGPT so you can ask follow-up questions about what viewers are saying.

Comment Explorer is an AI tool for YouTube comment analysis that gives creators and researchers a quicker read on an audience than scrolling through threads by hand.

The point is audience insight.

You can see how people feel about a video, which subjects keep coming up, and what that might mean for the next upload, which makes it useful if you are trying to grow a channel.

Marketers and anyone doing social media research can use it the same way to study reactions at scale.

The pricing is listed as free, but there is a catch.

Your first analysis costs nothing, then you are asked to sign up to keep searching, so expect to create an account before you do much more.

Results also depend on comments being there to begin with.

A video with comments turned off or no comments posted gives the tool nothing to work with.