Disclaimer — Entertainment & Self-Insight Only

What this is

A set of free, on-device image statistics presented as clearly-labelled estimates, plus an optional written guide about editable parts of a dating profile. If we can't measure it honestly, we say so — before you pay.

Seven things this site will never claim

1. The Score is a weak geometric signal. It does not predict matches, dates, replies, or your worth.
2. Estimated with a lightweight on-device geometry heuristic — not a 478-landmark clinical measurement.
3. A single front-facing photo cannot support side-profile claims. Where that is true, we say "not scored" instead of guessing.
4. No procedures, surgery, fillers or injectables are recommended anywhere on this site.
5. We never rank you against an ethnicity-based ideal or against another person's face.
6. Aesthetic reference ranges in the literature carry documented bias. We treat them as rough bands, not ideals.
7. Scores are placement inside a broad reference band, not grades. 100 is not the goal.

Not medical advice

Entertainment & self-insight only. Not medical, psychological, or dermatological advice. Nothing here is a diagnosis, a psychological assessment, a dermatological assessment or a recommendation to seek or avoid any procedure. If a health concern is involved, see a qualified professional.

If this is upsetting, stop

If a low score is making you feel bad, close the tab. This is a measurement, not feedback that should affect how you see yourself.

Age

Face Rate is for adults 18 and over.

Sources

Background literature and the full formula are on the Methodology page. Those sources explain why the readings are noisy; they do not validate a score.