Fixing Negative Brand Associations in AI Answers: A Comparison Framework

https://johnnyxqib454.wpsuo.com/from-where-you-rank-to-who-gets-recommended-a-step-by-step-tutorial-for-detecting-ai-hallucinations-about-your-brand

Cut to the chase: when AI systems produce answers that create or amplify negative brand associations, the damage is measurable — lost conversions, PR incidents, and trust erosion