This article explores how marketers can apply traditional competitive intelligence techniques to the emerging world of AI search visibility and citation tracking. It explains why measuring AI citation share, competitor visibility, and prompt-level performance is becoming as important as monitoring impression share or search rankings in traditional digital marketing. The article also highlights how tools like Anstrex help marketers reverse-engineer competitor strategies, identify AI visibility gaps, and build data-driven plans to increase their presence across AI-powered discovery platforms.