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Features

Features: skin, hair, eyes and detail quality

2 min read · Updated October 4, 2026

Features covers the quality of the details that aren't bone geometry: skin, hair, creasing, the under-eye area, the whites of the eyes, brows and lashes, eyelids, nose shape, ears, teeth and symmetry. These are often the most improvable part of a face.

How Features is graded

Most items are checked as visible conditions by an AI model, which answers how much of the problem is visible: none, mild, moderate or severe. Most healthy adults show none for most items, and normal anatomy, such as faint smile lines on an adult, isn't counted as a problem. If the model can't actually see something it answers none, so a blurry or dark photo can hide a real issue.

Brows and lashes are graded on a 1 to 10 scale against people of the same sex, and symmetry is measured from landmarks rather than judged. Each group below explains its items.

This is a photo-based estimate for general interest, not a diagnosis or medical advice. If something concerns you, ask a doctor or dermatologist.

Why several small issues add up

The Features pillar works differently from the others. Instead of averaging, it adds up every issue that is visible: each item that isn't perfect adds a little to a running total, and the pillar score falls as that total grows. A face with one or two flagged items stays high, while a face with a dozen mild ones can score noticeably lower even though none of them is serious on its own.

That is deliberate. Skin, under-eye and creasing issues tend to be noticed together, and a face with many small flags reads as less clean than one with a couple. The practical result is that fixing the two or three most visible items often lifts the pillar more than you'd expect.

The most improvable pillar

Of the four pillars, Features responds fastest to effort. Skin, under-eye puffiness, hair condition and grooming all change over weeks, not years, and sleep, sun protection and a steady skincare routine do more than most people expect. Because the grading is visual, it also responds to lighting and the time of day, so keep those the same when you compare scans.

Questions about Features

Why did a few mild items drop my score so much?

Because issues add up. Several mild items together read as a bigger problem than any one of them alone. Look at which ones are fixable first.

What if something isn't visible in my photo?

Then it is graded as none. That also means a dark, blurry or heavily made-up photo can hide a real issue, so the score is only as honest as the photo.

Can makeup change my Features score?

It can hide exactly the skin and under-eye items the analysis checks, so a made-up photo may not reflect your bare skin. For an honest read, use a bare face.

Is this a medical assessment?

No. It is a photo-based estimate for general interest. For anything that worries you, such as persistent redness, rashes or changes in your skin or eyes, ask a doctor or dermatologist.

Groups

See it on a full report

Open the sample report to see every measurement, score and highlight on a real example.

Open sample report
Moggler Labs is for entertainment and general interest only. Scores depend heavily on your photo and are not medical, cosmetic or psychological advice. See our Terms.