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• 15:36, 1 October 2026 Violet1785 talk contribs created page From Traditional SEO To AI-First Optimization: A Practical Guide (Created page with "The short answer involves two interlocking concepts: citation velocity and retrieval ranking. Citation velocity describes the rate at which an entity accumulates fresh, corroborated mentions across the web, while retrieval ranking describes how a language model's underlying system selects and orders passages to answer a query. Understanding how these two mechanisms interact is what separates practitioners who can reliably influence AI search visibility from those still a...")