I built a tool that shows what a YouTube channel's videos actually earn, not its sub count

Subscriber count is a vanity metric. A channel with 500K subs and 20K median views on recent uploads isn't the success story the number implies.

I built Channel Reality Check to see past that. Paste in a channel and it splits Shorts out from long-form uploads (Shorts monetize at roughly a tenth the rate, so blending them skews everything), then scores discoverability, momentum, consistency, and revenue potential out of 100.

I built this to evaluate niches before starting my own channel. On the first real test it caught a channel where the blended median was understating true long-form performance by more than 2x, a number I'd already used to kill a different idea.

Free, no signup: https://channel-reality-check.jhfranco.workers.dev

First thing I've ever shipped and launched. Would love feedback, especially on whether the scoring makes sense or feels arbitrary.