Analyze a YouTube video for free. Review available captions and up to 100 comments with AI-powered audience themes.
It attempts to retrieve available captions and up to 100 comments, then clusters the retrieved audience reactions by theme.
Yes. Anonymous visitors can run up to 3 analyses per day; signed-in users can run up to 30 per day.
We rank comments by engagement, cluster them into themes, and analyze them in the context of the video transcript. A comment saying "this part was wrong" gets linked to what the creator actually said.
Yes — paste any YouTube URL including Shorts, regular videos, and embedded links. We support all YouTube URL formats.
Yes — we extract the full auto-generated or manual captions. You can read the complete transcript and see how specific claims triggered audience reactions.
Standalone analyzer utility by CrowdListen.