SEO STRATEGY × PRACTICAL RESEARCH

Search thinking,
made useful.

Field notes on entity SEO, natural language processing, AI visibility, E-E-A-T, semantic systems, and the decisions behind sustainable search growth.

88 PUBLISHED INSIGHTS

Ideas you can act on.

Entity SEONLPAI visibilityE-E-A-T
10

E-E-A-T isn't One Score. It's Three, and Most Companies Only Ever Fix One of Them

I used to treat E-E-A-T as one fuzzy score. It's actually three separate levels, and confusing them wastes a lot of budget.

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09

BM25: the Actual Math Reason Keyword Stuffing Never Worked as Well as People Thought

"Don't stuff keywords" gets said without explanation constantly. Here's the actual math reason, explained without a computer science degree.

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08

Brand Identity Blocks: How I Rewrite "About Us" Pages So AI Actually Understands the Brand

Most About Us pages say nothing a machine can use. Here's the simple rewrite I've started doing constantly, and why it works.

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07

LLM Readability: the 7 Things I Now Check Before Publishing Anything

A weaker page can out-cite a stronger one in AI search. I didn't believe it either until I saw it happen. Here's what actually matters.

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06

Before Fan-Out, There was a Whole Chain of Query Tricks. Here's What I Learned Tracing it Back

Fan-out didn't come out of nowhere. Understanding what came before it changed how I think about content strategy. Here's the full story.

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04

NLP for SEO: Why Your Sentence Structure is Quietly Working Against You

After a decade rewriting content for companies, sentence structure is the mistake I catch the most. Here's the plain-language version of why.

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NOTES WORTH KEEPING

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No noise. Just practical observations about search systems, AI visibility, and content that earns attention.

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