About this tool

Attractiveness Test is a free, browser-local way to explore facial geometry. Its name describes a common search question, not a promise that beauty can be objectively measured.

A visible set of rules

MediaPipe Face Landmarker estimates 478 facial points. Geometry Compatible v1 then measures symmetry, visible facial thirds, facial fifths and visible face length-to-width ratio. The fixed weights are 35%, 25%, 25% and 15%, respectively. Components are rounded to 0-100 integers before weighting, then the total is rounded. Jaw pairs contribute inside symmetry, not as a separate score. Canthal tilt is reference-only. Photo confidence reports input clarity and pose independently of these scores.

About the site

This website provides the Attractiveness Test tool. It does not represent a clinic, research institution or professional assessment service.

What we do not claim

The targets are uncalibrated heuristics, not universal beauty standards. We have no population ranking, expert endorsement or validation study to present. We do not infer age, gender, ethnicity, health, emotions or identity. You never need to create an account, and your photo is not uploaded.

See Privacy for actual data handling and Terms for the intended use.