[ tools / useful things ]
Things that are useful.
This page is where I put things that are useful. Right now it has two: a framework I developed for AI visibility, and a book.
[01] The book and the framework
Context Architecture: A Practical Guide
BookMy book on Context Architecture covers the principles, the practice, and the infrastructure decisions — written for people who own commercial outcomes but also have to make real technical decisions.
Read or download the book ↗The AEO Data Readiness Model (ADRM)
FrameworkA framework I developed to assess how ready an organisation’s data infrastructure is for AI citation. It maps five layers: entity definition, schema coverage, content structure, authority signals, and context coherence. Most organisations are strong on one or two of these and missing the others.
Read the full ADRM framework →The A/B calculator that used to live here has been retired.
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