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Episode 1

GEO audit checklist

What Is AI Search? SEO vs AEO vs GEO Explained

Three passes on one page. First the page has to be crawlable. Then each section has to answer its heading on its own. Then the claims have to be specific enough to quote.

Read the playbook

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SEO

Crawl baseline

A page that cannot be fetched cannot be cited. This is the floor AEO and GEO sit on.

AEO

Direct answer blocks

Answer engines lift a passage. Give each heading a passage that stands alone.

GEO

Citable sentences

On the GEO-bench paper (KDD 2024), credited quotations and added statistics raised visibility. Keyword stuffing scored below the unoptimized page. The playbook has the figures and the sources.

Questions

What does this checklist cover?
Whether the page can be crawled, whether each heading has a direct answer, and whether the claims are specific enough to quote.
What should I do after the boxes are checked?
Read the AI search playbook, then run a prompt audit. This sheet cannot tell you whether any model mentions you.

Rest of the series

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