Real World Appeal

I built this after noticing that every "rate my face" tool answers a question nobody actually has. Nobody meets you as a grid of ratios. They meet you in a bar, on a street, in a photo they swipe past in half a second, and what registers is a mix of face, build, what you happen to be wearing, and the read those three add up to. So this returns a profile rather than a score: four surfaces read separately, a named personality type, and an honest gap between where you land today and where your ceiling sits. The uncomfortable part is deliberate - the reads are written the way a blunt friend would say them, not the way a compliment works. First scan and the core profile are free; the deeper modules run on credits that never expire, because a subscription made no sense for something you use a handful of times a year.