Definition
AEO/GEO context
Brand Narrative Audit supports the AEO/GEO topic graph by clarifying the language, risks, workflows, or sources that affect how AI systems discover, compare, and explain brands.
Expanded definition
This audit looks across owned pages, third-party sources, reviews, support docs, and AI answers to identify mismatches in category, audience, differentiation, proof, and competitor framing. This concept is most useful when it is evaluated from the buyer's point of view. A mention only has value if the answer explains the brand accurately, places it in the right category, and gives the buyer enough context to understand the tradeoffs.
Why it matters
AI systems may synthesize the loudest or clearest story available. If the public narrative is inconsistent, answers may be inconsistent too.
Example
Owned pages describe the product as enterprise-ready, while third-party pages still describe it as a lightweight SMB tool.
Common mistake
Auditing only the website and ignoring external sources that shape the narrative.