Fractional CTO

Research

Original research from a fractional CTO's vantage point.

AEO Visibility dashboard showing citation rate by engine and tracked queries across ChatGPT and Claude
Research

AEO Isn't SEO With a New Name

What 5,000 ChatGPT and Claude citations over 2.5 months show about who AI search recommends. Three different surfaces, three different playbooks.

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Research Coming Soon

AEO Citation Report — 6-Month Update

Refresh of the citation tracking dataset with answers to indexing speed, sitemap effects, and llms.txt influence on AI citations.

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