About Moggler Labs

Facial analysis, measured — not guessed.

Moggler Labs is a facial-analysis tool that turns a photo into concrete numbers. Instead of a vague “rating,” it measures the proportions of your face, compares each one to published anthropometric ranges, and shows you exactly where you stand — and what carries the most weight if you want to improve.

What we do

Upload a front photo and the app measures dozens of facial ratios — the facial thirds, facial-width-to-height, cheekbone height, canthal tilt, jaw angles, lip proportions and more. Each is scored against ideal ranges and ranked, then rolled up into four pillars: Harmony, Angularity, Dimorphism and Features, plus a single overall score.

How it works

The geometric ratios are measured directly from facial landmarks detected in your browser. The more subjective assessments — skin quality, symmetry, definition and gender-typical features — are graded by a top-grade AI model. We combine the two so the score reflects both hard measurements and the things only a trained eye can judge. Our Privacy Policy explains exactly what is processed where.

Why we built it

Most “face rating” tools are a black box that spits out a number. We wanted the opposite: every score traceable to a real measurement, an honest read of your strengths and weak points, and specific, actionable feedback instead of empty flattery or cruelty.

An honest disclaimer

Moggler Labs is for entertainment and self-improvement interest only. Attractiveness is subjective, scores depend heavily on your photo (angle, lighting, lens, expression), and no number captures a person. It is not medical, cosmetic or psychological advice, and it says nothing about your worth. If using it makes you feel worse about yourself, please take a break.

Contact

We’re a small team. Questions, feedback or press: [email protected], or see our Contact page. Common questions are answered on Support.