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AI brand safety refers to keeping control of what AI tools say about a brand: accuracy of information, tone, and absence of invented or risky claims. A brand that is well cited but tied to a false claim is in fact exposed to a reputation risk.
Being cited is not enough
A brand can appear in a strong position within an AI answer while being poorly supported: a false figure, an unverifiable assertion, a risky association. AI brand safety assesses that risk, beyond mere presence.
The signals monitored
- Hallucinations: invented assertions attributed to the brand.
- Sentiment: negative or ambiguous tone.
- Unverifiable claims: unsupported promises or rankings.
The "well cited but poorly supported" case
This is the classic scenario the AGS can detect: a top-position mention, positive sentiment, but a brand-safety score lowered by an unsupported claim. Without this analysis, you would wrongly assume all is well. See the demonstration and the limits of the measurement.
Every question asked to ChatGPT without your name in the answer is a competitor recommended instead of you — measured across 6,820 real AI answers.