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I keep a folder on my desktop labeled "AI said this about us" dated back to mid-2022. It is filled AEO agency with screenshots where LLMs hallucinated our competitors or simply refused to answer questions about our specific service model. Most stakeholders look at this folder and panic, but I see it as a roadmap for what we need to fix in our entity signals. (It is much easier to debug a machine than a human bias). you know, The transition from traditional SEO to Answe