12+ years of SEO experience across enterprise, SaaS, and ecommerce. I help SEOs and businesses move from random tactics and “SEO hacks” to data-backed strategies that drive actual organic growth. Builder of SEO tools, educator, speaker, and creator of The SEO Riddler newsletter.

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See how different chunking strategies split your content and which chunks a retrieval system would surface for a search query — semantic, fixed-interval, and layout-based. Runs entirely in your browser.
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Learn Python to automate your SEO workflow. No prior coding experience required — go from zero to building real tools used in professional SEO.
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A look at whether Google Search Console's performance report surfaces AI Mode queries separately, and how to spot that traffic if it's there.

A look at whether Google should bear responsibility when its AI-generated answers get things wrong, and what that means for publishers and searchers alike.

A breakdown of what crawl budget is, why it matters for larger sites, and practical steps to manage it so Google spends its crawling effort on the pages that count.
Consulting, audits, strategy, speaking — if it involves search and growth, let's talk.
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