Creator Intelligence Lab

Turn channel evidence into the next useful action.

Free, first-party tools for milestone ranges, packaging, retention and audience-question analysis. They are decision aids—not guaranteed predictions.

Milestone Predictor

Range, not promise

Title + Thumbnail Pair

Joint packaging

Retention Doctor

15s intervals

Find material drop points and turn the strongest signal into one testable structural hypothesis.

Comment Intelligence

Aggregate only