When AI Describes Your Brand Incorrectly: Fixing Source, Entity and Content Gaps
When an AI system describes a company incorrectly, the first job is not to edit every page. Capture the answer, approve one entity statement, identify the source or retrieval conflict, repair the highest-authority sources, and retest by platform and language. This guide provides the diagnostic matrix and limitations.