*SEO Week day 1 thought #14.*

SEO tooling is still stuck in a world of lexical search, TF-IDF and PageRank approximations, while modern search is hybrid and heavily semantic. The Google leaks and DOJ trial documents have shown that engines are tracking things like site focus, topical radius, different index tiers, and click-based systems like Navboost, alongside dense embeddings. Most of that is invisible in your standard tool dashboard. If we optimize for old school metrics, we miss the levers that matter for AI search and agentic experiences.