I follow macro/finance creators with a specific market view and wondered if they were outliers or part of a larger undiscovered cluster. YouTube recommends videos, not creators. So I built a similarity engine: type in a channel you watch, get ranked similar creators with a one-line explanation of why they match. 107 hand-picked channels. No backend, no database, no tracking, zero running cost.