AI hallucination (about brands)

A brand hallucination is an AI engine asserting something false about your company — invented features, wrong pricing, a discontinued product presented as current, a fictitious founder, or mixing you up with another firm. Buyers rarely verify; a hallucinated weakness can quietly kill deals you never knew you were in.

Hallucinations concentrate where the model has weak or conflicting data, so the fix is evidence: authoritative, current, consistent information on your site (retrievable in web-search mode), aligned third-party profiles, and structured data that pins down the facts. Regular audits catch new hallucinations as models and their sources shift.