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This site is the experiment

Articles on marketing, AI, SEO, AEO, and GEO — each one tested here first. See the live data behind this project on the Data page.

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Featured article

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How I Used AI to Build a Marketing Portfolio From Scratch

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Data

The numbers behind this project, live.

Real traffic, real rankings, real experiments — no invented stats.

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Setting up the project

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