There Is No Ranking in LLMs: Why AI Visibility Requires a New Mindset
Why we must stop treating AI models like search engines—and why professional AI Visibility requires a completely new mindset. Anyone talking about “visibility in LLMs” today almost instinctively reaches for the old search engine metaphor. This pattern of thinking is understandable—but it is dangerous. It applies a principle of order to a world where that …

