Diagnosing a Ranking Drop: A Systematic Attribution Framework
A sudden drop in rankings triggers the same bad instinct in almost everyone: open the page,…
Most SEO reporting dies the moment it reaches finance. Rankings, impressions, and "share of voice" mean…
Most SEO reports get opened once, glanced at, and abandoned. The problem is rarely the data…
Search Console tells you what people typed before they clicked. GA4 tells you what they did…
GA4's event-based model broke most of the SEO reporting habits people carried over from Universal Analytics.…
Most rank tracking reports flatter you. They show clean position lines climbing toward the top of…
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Technical SEO consulting and GEO strategy for teams who need real implementation support. 20 years of enterprise experience at Indeed, Yahoo, Oracle, McClatchy, and Toyota. Case studies, research, and resources for search and AI visibility.
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