What is an AI Hallucination?
Last updated 2026-06-19
An AI hallucination is when a model produces a confident answer that is simply wrong. For a brand, that can look like an outdated price, a feature you do not offer, or a claim that quietly damages trust.
Why hallucinations are a brand risk
A buyer asking an AI about you cannot tell a hallucination from a fact. If the model says your product lacks a feature it actually has, you lose the deal and never see it happen. The risk is invisible unless you monitor for it.
How to reduce them
- Publish clear, current facts the model can ground on
- Monitor AI answers for inaccurate claims
- Fix the source content that leads to the wrong claim
- Earn citations so the model leans on you, not guesses