AI Attractiveness Tools: Every Free On-Device Test

The tools on this page are free, on-device instruments: point a camera or upload a photo, and a published formula scores what a model detects, without the image ever leaving your device.

Every tool here runs the same measurement engine. A model detects 478 facial landmarks in your browser, scores the geometry against a formula published in full on the methodology page, and returns a result in seconds. Nothing uploads: whether you're testing an overall score, a single feature like your jawline, or a classification like face shape, the photo stays on your device the whole time.

That published formula is also what ties the free scan to the paid report together. The number a tool gives you here comes from the identical engine that the Attractiveness Report explains component by component, so upgrading doesn't mean a different, more generous score; it means the same number, explained. Each tool below measures one thing well, and none of them asks for a signup, a card, or an account. Tools already live are grouped below by what they do; anything still in production is listed under Coming Next.

Measure Your Score

Measure One Component

Identify and Classify

An Alternative to Other Apps

Coming Next

These tools are built or briefed and scheduled, but not live yet:

  • Free AI Colour Analysis: Your Season From One Photo

What we won't show you: a confidence band (not until our test-retest study ships) · a percentile (not until a reference population is published) · a skin score from one photo (lighting lies). Every "not scored" comes with its reason.

It measures geometry, not worth. The number tells you where you start. It never tells you what you are.

The standing rule
on every page
of this site

Get my score, free

Run the free scan
Free, in your browser, nothing uploads