Evidence over hype
Every score should be explainable through public channel and video signals. Proxies are labeled honestly and confidence is visible.
Opportunity over vanity
Large subscriber totals alone do not reveal a good niche. We focus on momentum, efficiency, freshness and repeatable patterns.
Workflow over dashboards
The goal is not more charts. It is a tighter process from research to decision, watchlist and content execution.
A compounding dataset
Public metrics become more useful when tracked over time. ChannelDetective is designed to build that historical advantage.