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Research by topic

Topics

What YouTube's top creators actually teach about each subject. Every page is backed by real transcript analysis and audience comment data -- not summaries, not opinions.

Data, not opinions

Every insight comes from analyzed video transcripts and real audience comments.

Multiple perspectives

See what 3-5 creators say about the same topic and where their audiences agree or diverge.

Audience voice included

Comments reveal what viewers actually want to know -- the questions creators haven't answered yet.