When an AI system generates a factually incorrect statement with high confidence — for example, attributing a feature to your brand that does not exist, or confusing your brand with a competitor.
Hallucinations about your brand are reputation risks. They are also AEO opportunities: when ChatGPT consistently misstates your pricing or feature set, the fix is to publish authoritative, well-structured content that overrides the hallucination in the next model update.
VibecodeAEO scans for hallucinations weekly and surfaces the exact prompts where your brand is being misrepresented — with the suggested content fix.
VibecodeAEO scans your site for all AEO factors weekly and tells you exactly what to fix.