The landscape of search optimization is dramatically undergoing a shift driven by machine intelligence. Historically, SEO focused on terms and references, but now AI is reshaping how platforms understand content and determine rankings. This emerging approach, often termed "AI SEO," requires a deeper emphasis on user interaction, semantic understand