How the machines decide. Openly.
We publish our methods because transparency converts better than mystique. Read how AI recommendation actually works, then decide whether you want to do it yourself or have it done.
The data behind these posts is published on the research page, with dates, methods and stated limits.
We asked four AI engines to recommend a longevity clinic. Here is how they decided.
The recorded decision path behind AI clinic recommendations, drawn from the AI Visibility Report 2026 and Sandria's July 2026 source data.
Read → 2026-07-26What counts as a longevity clinic, and what does not.
A defensible definition of a longevity clinic, with worked examples, the Abu Dhabi legal standard, and the scope-contamination finding behind it.
Read → 2026-07-26How to write a sentence an AI engine will quote
The anatomy of a sentence an AI engine will quote, with before-and-after rewrites, from Sandria's work making its own sister site citable.
Read → 2026-07-26Why we publish our prices
Why hidden prices get filled in by third-party figures in AI answers, with Sandria's own published tiers as the demonstration.
Read → 2026-07-15The four layers of agent readiness
What each layer means, how engines test it, and the failures we see most often.
Read →