Practical frameworks, technical teardowns, and search acquisition playbooks grounded in 19+ years of execution across search, AEO, and marketplaces.
A 160,329-row search intelligence study comparing Africa and Alaska tourism keywords, CPC monetization, data deduplication, and AI Overview dynamics.
A complete practitioner blueprint for building an automated search intelligence engine: vector embeddings, multi-SERP harvesting, scraping fallbacks, and cannibalization math.
A practitioner's blueprint for managing crawl budget, algorithmic page consolidation, and Core Web Vitals on high-volume database and UGC platforms.
Why generic SEO checklists fail. How to stack-rank technical debt and taxonomy investments based on business archetype and engineering bandwidth.
Eliminate channel silos. A practical playbook for brand bid suppression, Search Console query mining, and driving a disciplined 4x LTV:CAC standard.
I work directly with founders, CEOs, and marketing leadership on search architecture audits, marketplace operations, and performance acquisition.
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