Why Traditional SEO Tactics Won't Cut It for AI Search in 2026

Mike King, speaking on the MOZ Blog, argues that the SEO industry's reliance on outdated tactics—title tag length, keyword density, page-level optimization—has left it unprepared for AI search environments. Rather than treating AI search as an extension of conventional SEO, King contends it requires separate strategic treatment, particularly because different AI systems (ChatGPT, Perplexity, Claude) retrieve and surface information through fundamentally different methods than Google's hybrid search approach. He outlines practical shifts: writing atomic paragraphs focused on single ideas, publishing content across owned and earned channels, and handling JavaScript visibility gaps since many AI crawlers don't render client-side code.