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This sets the ideal ranges your face is compared against.
Moggler Labs reads one front-facing photo in two stages. First, a face-landmark model running in your browser places points on your face and measures 33 proportions from them, such as the facial thirds, face width to height, canthal tilt and jaw angles. Those ratios are calculated on your device. Second, an AI model looks at the photo for what landmarks can’t capture: how defined the jaw and cheekbones look, how masculine or feminine each region reads, and visible skin and under-eye condition.
A report with four pillar scores (Harmony, Angularity, Dimorphism and Features), an overall score out of 10 and an estimated percentile. Every measurement is listed with your value and the range it is compared against, so you can see exactly which proportions lift or lower the result. Scans are free, limited to one a day, and you sign in or create a free account to see your results. Want to look first? Open the sample report, or read the walkthrough.
The photo matters more than anything else. Use natural daylight, a relaxed neutral expression and hair off your forehead, with the camera at eye level about 1.5 metres away. A wide-angle selfie from arm’s length stretches the middle of your face and shifts almost every ratio. The guided camera and auto-straighten tools above help with framing, and the full checklist is in Taking the right photo.
Ratios are measured on your device. For the feature analysis your photo is sent to a third-party AI service, and if you are signed in the scan is saved to your account until you delete it. You must be 18 or over to use Moggler Labs. The details are in the Privacy Policy and the Terms.
The score is an automated, photo-based estimate for general interest. It reflects one photo in one set of conditions, and it is not medical, cosmetic or psychological advice. If a number looks off, Why your rating might look wrong covers the usual causes, almost all of them in the photo.