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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.

From The Field

THE METHODOLOGY, APPLIED: 14 CASE STUDIES.

What these methods actually find on real client sites - blocked crawlers, vanished datasets, schema that contradicts itself. Real numbers, clients anonymized.

Read Case Studies →