Use cases

Real situations where a measured face score and history beat vibes.

Dating app photos

Improve dating profile photos with an AI face score baseline, skin and contour feedback, and rescans after grooming upgrades.

Pair training and body-comp goals with jawline/contour scores and monthly rescans so facial leanness is measured, not guessed.

Turn a skin quality score into a simple routine, scan product ingredients, and rescan to verify the stack works.

Run a measured looksmaxing challenge: baseline scan, fix trainable scores, streak routines, and before/after compare.

Measure skin quality during acne recovery, avoid product thrash, and document progress with private rescans.

Plan wedding-day skin and presentation with a 90-day face score plan: baseline, routine, product checks, final rescan.

Use multi-factor face scores to prioritize skin, grooming, and presentation before interviews, networking, or content creation.

A healthier take on teen glow-ups: skin scores, routines, and privacy — without public roast culture.