Introduction: The Shift Toward AI-Driven Brand Visibility The way people search, discover, and trust information online has fundamentally changed. Search engines are no longer just matching keywords; they are interpreting meaning, context, and intent through large language models (LLMs). AI-powered platforms now influence how content is surfaced, summarized, and recommended. In this evolving environment, brands must adapt to remain relevant and discoverable. This is where AI