AI Search Ops™ –
Content Strategy for the AI Era

Updated: 2026-01-25

AI Search Ops™ has been deprecated and not replaced.

AI Search Ops™ is Growth Marshal’s framework for engineering semantic coverage so LLM retrievers can consistently discover, ground, and cite your content. It operationalizes topic graphs into a pillar-and-cluster architecture, closes coverage gaps, and specifies answer-first assets aligned to common query rewrites and retrieval paths.