Sources & References

This page explains the scientific basis of Skinfield's cosmetic skin analysis: what we measure, how we measure it, and the research behind each reading.

Medical Disclaimer

Skinfield is an AI-powered cosmetic analysis service designed to provide insights into skin characteristics and general skincare guidance. It is not a medical device, not a medical app, and is not intended for diagnosing, treating, curing, or preventing any medical condition.

Skinfield offers insights based on visual analysis and AI processing, but these insights are not a substitute for professional medical advice. Always consult with a dermatologist or licensed healthcare professional before making any health-related decisions or treating skin conditions.

Everything Skinfield produces — your readings, scores, trends, concerns, routine and product verdicts — is cosmetic and informational, and should not be used for self-diagnosis or to treat a medical condition.

What Skinfield Does

Skinfield uses artificial intelligence and computer vision to analyze photographs of your face and generate cosmetic insights. Our analysis focuses on visible skin characteristics such as oiliness, texture, and general appearance to provide skincare guidance.

The insights it generates come from visual metrics and machine learning models, not from clinical diagnosis or medical testing. You decide whether and how to act on anything the Service tells you, including whether to buy, keep or stop using any product.

How We Measure It

Each kit contains two single-use adhesive skin-analysis patches, each one an "Analyzer". One is worn on the forehead, or T-Zone, and the other on the cheek, or U-Zone.

You take three photographs of your face, from the right, front and left, while the T-Zone Analyzer is still in place.

The color-reference palette printed on the outward-facing side of that Analyzer is what calibrates the photographs, so a reading does not shift with your lighting or your phone.

After removal you photograph both Analyzers together, and their used surfaces are measured as well.

Your age, sensitivities and treatments, the environmental conditions for your area, and your previous analysis are combined with those measurements so the readings are interpreted against you rather than against an average.

Because every analysis is calibrated the same way, two analyses taken weeks apart can be compared. That comparison is what the trend on your history is built from.

Sources of Recommendations

Skinfield's AI models are informed by the peer-reviewed cosmetic research listed below. All recommendations are cosmetic in nature and are not derived from medical testing or clinical diagnosis.

Cosmetic Skin Analysis Metrics

The following sources support our measurement of oiliness, pores, hydration, dead cells, redness, wrinkles, pigmentation, dark circles, under-eye puffiness and overall skin vitality:

Camera & AI-Based Skin Analysis

The following sources support our use of smartphone camera imaging and AI to generate cosmetic skin scores:

Age & Gender Effects on Skin

The following sources support our use of age and gender as factors in skin analysis:

Weather & Environmental Impact

The following sources support our use of local weather data (temperature, humidity, UV, air quality) in skin projections:

When to Analyze Again

The following sources support how often we suggest you run a new analysis. Timing is based on your own results, combined with age, gender, and environmental factors — all cosmetic indicators only:

Routine & Product Recommendations

The following sources support the routine we build for you and the cosmetic product guidance that goes with it:

Using Skinfield Safely

A few things are yours to do, and the analysis is only as good as they are:

Keep your sensitivities, treatments and life stage current in the app. They are the safety gate in front of your routine and every product verdict, and the Service cannot account for what it has not been told.

Follow the instructions in the app and on the packaging, and use each Analyzer once, only on its designated area.

Stop using any product, Analyzer or routine step if you experience irritation, a reaction or discomfort, and seek appropriate professional advice.

Take any medical concern to a dermatologist or other qualified healthcare professional. Nothing here replaces that.

Questions?

If you have questions about Skinfield or need additional information, please contact us at care@skinfield.com

SKINFIELD LLC

Address: 8 The Green, Suite B, Dover, DE 19901, United States