How AI decides who to recommend.
Methodology, frameworks, and theses on AI Entity Infrastructure. Written to the standard we hold our own measurements to: concrete, honest about estimates, and structured for machines as well as people.
The AI Visibility Index
How ChatGPT, Claude, Gemini, Grok, and Perplexity decide which businesses to name, and how to measure it.
Machine Trust Architecture
The structured-data signals that determine whether an AI system can resolve, trust, and cite your entity.
From SEO to Machine Selection Probability
Why AI discovery is a new discipline, and why the businesses that win it will compound an advantage competitors cannot see.
How Much Does AI Visibility Cost in 2026?
What actually drives the price of AI visibility work — audit vs. ongoing monitoring, engine coverage, implementation depth — and how to compare quotes on the same scope.
How to Check If ChatGPT Recommends Your Business
The honest way to find out where you stand today, why a single query is not a measurement, and what a real check requires.