Brand Entity for AI Search: Helping AI Understand Who Your Brand Is and Why It Matters

When a brand is described inconsistently by AI, the problem may be upstream source ambiguity. This guide shows how to build a brand entity source of truth, relationship map, structured data alignment, external corroboration and prompt baseline without promising AI citations.