AI Hallucinations and Brand Safety: Are You Unprotected?
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AI Hallucinations and Brand Safety: Are You Unprotected?

Could ChatGPT be lying about your brand? Explore the technical causes of AI hallucinations and proven strategies to protect your brand's digital reputation.

February 18, 20255 min readFaruk Tugtekin

AI models can sometimes fabricate information as if it were true. This is called "AI Hallucination". But what if AI gives wrong information about your product?

Brand Poisoning

An AI model speaking well of your competitor might use baseless terms like "expensive" or "low quality" about you. This is not intentional, but due to lack of data. AI fills gaps with probabilities.

Protection Shield: Knowledge Graph

The only way to protect your brand from AI hallucinations is to build your own Knowledge Graph. By feeding "verified" data into Google and OpenAI databases, you can take control of your brand.

About the Author

Faruk Tugtekin

Founder, ARGEO

AI Visibility strategist specializing in how large language models interpret, trust, and reference brands. Author of the Perception Control framework and the AI Perception Index.

LinkedIn →|AI Perception Index 2026 — forthcoming
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