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Our Methodology

We combine AI-assisted skin analysis with structured editorial review to provide practical skincare education. Results are informational and not a medical diagnosis.

How Analysis Works

Users upload a clear selfie. The system evaluates visible skin signals and maps results into understandable categories such as skin type, concerns, and routine suggestions.

Content Quality Controls

  • Editorial review for claim clarity and safety language.
  • References added for material claims when available.
  • Clear medical disclaimers and escalation guidance.

Answer-First Standards

We structure core content to answer common skincare questions directly, then add context, limitations, and next steps. This improves user comprehension and retrieval quality for search and AI systems.

Questions & Answers

Is this a medical diagnosis?

No. It is informational skincare guidance and should not replace medical diagnosis.

How often is content reviewed?

Core educational content is reviewed periodically and updated when major guidance changes.

How should I use recommendations?

Use them as a starting point, then adapt based on your skin response and clinician input.