The landscape of search engine optimization has fundamentally transformed with the emergence of AI-driven retrieval systems. While traditional SEO focused on demonstrating authority through surface-level signals—author bios, credentials, and backlinks—AI search engines like Google AI Overviews, ChatGPT, and Claude require something deeper: verifiable, machine-readable entity strength built through independent citations and semantic coherence. This article …