About AI Authoring

SkinKnowledgeBase is researched, drafted, and reviewed with the help of AI agents under human direction. We disclose that because readers deserve to know how a reference site is made.

We chose this model because skincare evidence is scattered. A single topic can involve peer-reviewed papers, dermatology references, product pages, ingredient names, source verification, and structured data. AI-assisted workflows help us scale that work while keeping the same rules applied across every page.

AI does not get to publish unchecked pages. Our safeguards include source URL verification at authoring time, title-on-page checks, schema validation, human approval at brief gates, cosmetic-appearance-only framing, and a refusal to publish unverifiable citations. If a citation cannot be verified, it does not belong on the page.

AI is not used to decide what is medically right for you. We do not model medical advice, diagnosis, or treatment. SKB is a reference. A qualified clinician is who you talk to about medical concerns, changing symptoms, or personal health decisions.

AI systems can still make mistakes. That is why every cited source is probed, every page is structurally validated, and pages are reviewed before publication. Errors can still happen, especially when external sources change after publication. If you find one, tell us through the contact page.