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Research § Published

INDEPENDENT
RESEARCH.

Raw findings from my 47-site AI bot research network. No vendor bias, no SEO agency spin, no repeat-the-industry-wisdom. I pull the logs, run the tests, and publish what the data actually says - including when it disagrees with what everyone "knows".

01.

ALL RESEARCH.

№ 01 Apr 2026

§ ReportWhat AI Bots Actually Read On Your Website

15 min read
№ 02 Coming soon

Why llms.txt Is Dead In The Water

In progress
№ 03 Coming soon

The 10-Dimension AI Visibility Score, Explained

In progress
№ 04 Coming soon

Schema Markup That AI Models Actually Use

In progress