Find the moment the way the audience did.
On Twitch we cluster clips by VOD offset and score by how many distinct people clipped the same window. On Kick we watch chat velocity. On YouTube we mine timestamps from comments. For an upload or a link, loudness, the transcript and a language model rank the windows with a payoff.