Start with real questions and expertise
Collect recurring questions from customers, product information and service conversations. Group them by intent and subject. Assign an expert owner so every answer has a factual basis and a clear audience.
Build a reliable knowledge source
Keep product facts, definitions and approved explanations consistent. Record sources and review dates. AI can assist classification and drafting, but someone must verify the answer, especially when product or health-related information is involved.
Publish useful answers in each language
Give each guide a clear question, a direct answer and practical detail. Localize terminology and examples rather than copying keywords between languages. Link to relevant services, products and supporting cases where they help the reader.
Combine content with technical SEO
Check crawlability, canonicals, language alternatives, descriptive metadata and internal links. Use structured data that accurately describes visible content. These foundations support access and understanding; they do not guarantee rankings or mentions in AI answers.
Maintain and evaluate the knowledge base
Review answers when services or facts change. Track useful enquiries and relevant search activity when measurement is available. Keep SEO outcomes separate from observations in AI systems. Dermatheek illustrates our work on classification, SEO/GEO and a knowledge base; its authority positioning is qualitative.