Jeffrey

Channel Reality Check

Subscriber count is a vanity metric. Channel Reality Check pulls a channel's recent uploads, splits out Shorts from long-form (they monetize at roughly a tenth the rate), and scores discoverability, momentum, consistency, and revenue potential out of 100. Built it to evaluate YouTube niches before starting a channel myself. On the first real run it caught a channel where blended view counts were understating true long-form performance by over 2x, correcting a number that had already killed a different project's plan.Free to use, no signup, no data stored.