The invisible users are here
AI agents don’t click, don’t scroll, and don’t forgive ambiguity. They parse your HTML, evaluate your metadata, and make decisions in milliseconds.
Making the web work for AI agents and everyone else.
AI agents are becoming a new consumption layer for enterprise digital platforms — interpreting, transforming, comparing and acting on information on behalf of users, teams and systems.
When they succeed, they build computational trust and return — recommending you more confidently each time. When they fail, they route around you permanently.
AI agents don’t click, don’t scroll, and don’t forgive ambiguity. They parse your HTML, evaluate your metadata, and make decisions in milliseconds.
Machine Experience makes the invisible visible. Understand how agents interpret your pages, where they succeed, and where they fail.
MX gives you the language, principles, and patterns to design digital systems that machines can read, trust, and act on.
Three books. One discipline. From introduction to full specification.
The starter guide to building a web that works for AI agents and everyone else.
Free — Advance Preview
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Everything you need to design the web for AI agents — and everyone else.
£35.00
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The formal patterns and field-level specifications for an AI-readable web.
Available 1 July 2026