all thingsyoutube

Ask what YouTube knows

A unified research layer for videos, channels, transcripts, playlists, and the conversations around them.

Start with a topic, video, channel, or playlist.

  1. What are creators saying about AI video tools?
  2. How do these channels disagree on the same topic?
  3. Which ideas repeat across this playlist?
  4. What questions keep appearing in the comments?
  5. Where does this video change the creator’s position?

Turn youtube video into shared understanding

Follow an idea across exact moments, channels, playlists, and audience conversations—then keep every conclusion attached to its evidence.

  1. Ask

    Start with a human question or a public YouTube URL.

  2. Trace

    Move through transcripts, channels, playlists, and audience conversations.

  3. Keep

    Carry exact moments and sources forward with every conclusion.