How Does FaceIQ Labs Rate Skin Quality?

Key facts

• Skin Quality is one of the assessments in the Features pillar of FaceIQ Labs' facial analysis.
• It evaluates clarity, texture and uniformity of tone of facial skin.
• FaceIQ Labs states Skin Quality has the highest impact on the Features score.
• There are six sub-assessments: Acne, Acne Scars, Eczema, Hyperpigmentation, Hypopigmentation and Rosacea.
• Higher scores indicate clearer skin, smoother texture or more even tone, depending on the sub-assessment.
• Each sub-assessment is described in five levels: Severe (0–2), Noticeable (3–4), Moderate (5–6), Mild or Minimal (7–8) and None (9–10).
• The example level shown for each sub-assessment is Moderate, scored 5–6/10, describing mild signs of the condition.
• Acne (active lesions) and Acne Scars (permanent changes) are assessed separately.
• Makeup, filters, lighting and camera white balance can change how skin conditions appear in a photo.
• The Features pillar also covers under-eyes, creasing, sclera, eyelids, nose shape, hair, brows, lashes and symmetry.

What does FaceIQ Labs' Skin Quality assessment evaluate?

FaceIQ Labs' Skin Quality assessment evaluates the overall condition of facial skin: clarity, texture and uniformity of tone. It is part of the Features pillar and breaks down into six sub-assessments: acne, acne scars, eczema, hyperpigmentation, hypopigmentation and rosacea. Higher scores mean clearer, more even skin. FaceIQ Labs describes clear, smooth skin as one of the most universally recognized markers of health and attractiveness across all cultures.

Why does Skin Quality matter for the Features score?

At FaceIQ Labs, Skin Quality is the category with the highest impact on the Features score. FaceIQ Labs' help page says clear skin signals good health, youth and genetic fitness, and that acne, scarring or pigmentation problems are often the first features people notice. The page cites Jaeger et al. (2018) on visible blemishes reducing perceived attractiveness, health, trustworthiness and competence.

Is Skin Quality part of the Harmony score or the Features score?

Skin Quality is part of the Features pillar at FaceIQ Labs, not the Harmony pillar. FaceIQ Labs scores four pillars from 0 to 10: Harmony, Angularity, Dimorphism and Features. The Features pillar also covers under-eyes, creasing, sclera, eyelids, nose shape, hair, brows, lashes and symmetry, alongside skin.

Which skin conditions does FaceIQ Labs' Skin Quality assessment include?

FaceIQ Labs' Skin Quality assessment includes six sub-assessments: Acne, Acne Scars, Eczema, Hyperpigmentation, Hypopigmentation and Rosacea. Each looks at a different aspect of facial skin, from active breakouts and permanent scarring to dry patches, dark or light patches, and persistent redness. Each is described on its own scale, with higher scores meaning clearer or more even skin.

How does FaceIQ Labs assess acne?

FaceIQ Labs' Acne assessment rates the presence and severity of active breakouts, including pimples, blackheads, whiteheads and inflammatory lesions. It considers lesion type, lesion density, inflammation level, distribution across the face and visible red or dark marks from active inflammation. Scars are assessed separately under Acne Scars. Lesion type covers papules, pustules, nodules and cysts, and nodules and cysts indicate severe acne. Distribution ranges from isolated areas such as the T-zone or chin to widespread across the cheeks, forehead and jaw. The help page cites Zari & Alrahmani (2017) linking higher stress levels to more severe acne. Acne is judged on active lesions only, with the face at rest in neutral lighting.

How does FaceIQ Labs assess acne scars?

FaceIQ Labs' Acne Scars assessment rates permanent textural changes left after acne heals, including atrophic scars (ice pick, boxcar and rolling) and post-inflammatory hyperpigmentation. It considers scar type, scar depth, coverage area, visibility at rest and remaining dark or red spots, and is separate from the Acne assessment of active breakouts. Ice pick scars are deep and narrow, boxcar scars are broad with sharp edges, and rolling scars are wave-like depressions. Visibility is judged at conversational distance (arm's length) and from multiple angles to see scar depth. Post-inflammatory hyperpigmentation often fades over time.

How does FaceIQ Labs assess eczema?

FaceIQ Labs' Eczema assessment rates dry, inflamed or irritated skin patches on the face, including atopic dermatitis, contact dermatitis and seborrheic dermatitis. It considers dryness level, inflammation and redness, affected area, lichenification (skin thickening from chronic scratching) and fissuring (cracks from severe dryness). Higher scores indicate healthier, well-hydrated skin. The help page names the areas around the eyes and cheeks as common places to look, and notes that eczema often worsens in dry weather.

How does FaceIQ Labs assess hyperpigmentation?

FaceIQ Labs' Hyperpigmentation assessment rates dark spots and uneven skin darkening, including melasma, sun spots and post-inflammatory hyperpigmentation. It considers spot size, color intensity, distribution, pattern (sun-exposed areas versus symmetrical melasma patterns) and contrast against normal skin. Higher scores indicate a more even skin tone. The help page cites Fink et al. (2006): faces with more even, uniform skin color are judged younger, healthier and more attractive, independent of facial structure.

How does FaceIQ Labs assess hypopigmentation?

FaceIQ Labs' Hypopigmentation assessment rates light patches and loss of skin color, including vitiligo, pityriasis alba and post-inflammatory hypopigmentation. It considers patch size, contrast level, distribution, border definition (sharp edges versus gradual fading) and symmetry, since vitiligo patterns are often bilateral. Higher scores indicate a more even skin tone. The most severe level describes extensive depigmented patches with stark contrast, potentially resembling vitiligo-like patterns.

How does FaceIQ Labs assess rosacea?

FaceIQ Labs' Rosacea assessment rates persistent facial redness and visible blood vessels, ranging from mild flushing to severe inflammation with papules and pustules. It considers erythema level, telangiectasia (visible spider veins), distribution across the central face, inflammatory lesions and phymatous changes such as skin thickening on the nose. Higher scores indicate clearer, more even skin tone. The assessment distinguishes persistent redness from temporary flushing or blushing.

How are Skin Quality levels scored at FaceIQ Labs?

FaceIQ Labs describes each Skin Quality sub-assessment in five levels, with higher scores meaning clearer or more even skin: Severe (0–2), Noticeable (3–4), Moderate (5–6), Mild or Minimal (7–8) and None (9–10). Acne labels the 7–8 level Mild; the other five sub-assessments label it Minimal. The example shown for each sub-assessment is Moderate, 5–6/10, with male and female faces available to compare. For acne, Severe means nodulocystic lesions with extensive deep inflammation, while None means clear skin with no visible lesions or barely noticeable blemishes.

What can make a FaceIQ Labs Skin Quality result less accurate?

At FaceIQ Labs, several photo and skin factors can change how skin conditions appear and so affect a Skin Quality result. Makeup and filters can mask acne, scarring, pigmentation or redness, while lighting and camera white balance change how lesions, scars, spots, patches and redness look. Harsh light can exaggerate scars. Temporary redness, flushing or blushing can be confused with active acne or chronic rosacea, and natural skin variation can be mistaken for pigmentation changes. Moisturizers can temporarily improve the look of eczema, flare-ups vary day to day, and tanning can increase contrast with lighter patches.

Frequently asked questions

Is Skin Quality part of the Harmony score or the Features score?

Skin Quality is part of the Features pillar at FaceIQ Labs, not Harmony. Features also covers under-eyes, creasing, sclera, eyelids, nose shape, hair, brows, lashes and symmetry.

Does FaceIQ Labs separate active acne from acne scars?

Yes. Acne evaluates active breakouts and inflammation, while Acne Scars evaluates permanent textural changes such as ice pick, boxcar and rolling scars, plus lingering post-inflammatory marks.

Which Features category has the biggest effect on the Features score?

FaceIQ Labs states that Skin Quality has the highest impact on the Features score.

Do higher Skin Quality scores mean better or worse skin?

Higher scores mean clearer skin, smoother texture or more even tone, depending on the sub-assessment. A score of 0–2 is the Severe level and 9–10 is the None level.

Why might my Skin Quality result seem inaccurate?

Makeup, filters, lighting, camera white balance, temporary redness and day-to-day flare-ups can all change how skin conditions appear in a photo and affect the result.