AI Search generates relatively little referral traffic compared with Google. But does that make optimizing for it a distraction? Challenging the conversion-centric view of GEO, this article draws on established marketing theory and research to argue that visibility, brand positioning, mental availability, and future consideration matter too; even when they don’t produce an immediate click or conversion.
Most lists of “top GEO experts” confuse visibility with expertise. This one takes a different approach: 28 AI Search practitioners selected for their original contributions, from technical experiments and semantic infrastructure to strategic frameworks and industry education. With 10 honorable mentions and links to their work, the article also explores what these experts reveal about the future of Search.
Google Cloud published OKF in June, and our industry immediately mistook it for a visibility lever. It isn’t one — Google has said so in writing. The interesting question is the one almost nobody is asking: who actually fetches the bundle?
When Sundar Pichai told Nilay Patel that “sources and links will always be there as part of it,” he demoted the open web from substrate to feature. This piece goes claim by claim through the Decoder interview, translating each declaration into the primary-source docs that prove it — patents, the DOJ record, Pew’s click data — and ends with eight practical imperatives for staying legible to the system replacing traditional search.