For viewers · Methodology
A map for watching, not a verdict
TubeCrisp adds a real-time qualitative data layer to a YouTube video while keeping every score tied to the original words and timestamp.
From transcript to timed passages
TubeCrisp divides available transcript text into passages that follow the flow of the video. It evaluates the same selected signals in each passage, so you can see how the content changes rather than reducing the whole video to one label.
The signals you can follow
Each metric keeps the same color throughout TubeCrisp. A higher score means that signal is more strongly present in that passage; it does not mean the passage is objectively better.
Drama
Pressure, stakes, emotional punch, vulnerability, confrontation, or consequence in the moment.
Personal Stakes
How strongly the passage makes the topic feel personally consequential: choices, fears, identity, relationships, health, money, status, the future, regrets, daily behavior, or sense of self.
Conflict
Disagreement, controversy, politics, opposition, accusations, debate, or people pushing against each other.
Useful
Learning, clarity, evidence, dense information, or a practical change in understanding.
Big Ideas
Philosophy, identity, values, worldview, awe, or why the moment matters beyond the literal facts.
Surprise
Expectation breaks, novelty, sudden turns, myth-busting, or moments that reframe what the viewer assumed.
Humor
Jokes, wit, charm, absurdity, comic timing, or socially playful moments.
Reality / Possibility
Where the passage sits between current reality, history, a problem, or an old belief and a future, solution, new belief, or better possibility.
Why nearby moments matter
Meaning develops over time. Surprise depends on what came before, conflict can grow across an exchange, and an idea may only become useful after its setup. Scores therefore use the passage and its surrounding context rather than treating every sentence as isolated.
Highlights are your cutoff
Highlight tracks let you choose up to three signals and decide how selective the watch should be. Raising the cutoff produces fewer, stronger moments; lowering it creates a broader watch. This is a viewing preference, not a universal definition of what matters.
What the scores cannot know
TubeCrisp evaluates the available words and their context. It cannot know your private intent, guarantee that every transcript is perfect, or decide whether a video is good for you. The map is there to help you inspect and navigate the source yourself.