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
03

How Google Actually Mines Wikipedia for Knowledge Graph Facts

I used to tell companies "get a Wikipedia page" without really knowing why it mattered. Here's what I've since learned about how it works.

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02

Entity Types, Classes, and Attributes: the Framework That Changed How I Write Content

A decade in, this is still the one framework I wish every content writer understood before they touch a keyboard. Here's why it matters.

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01

Entity SEO 101: the Shift That Changed Everything, Explained the Way I Wish Someone had Explained it to Me

Ten years in, and entity SEO is still the concept most people half-understand. Here's the plain-English version, no jargon required.

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NOTES WORTH KEEPING

Clearer search decisions;
shared regularly.

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

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