The four layers of agent readiness
Technical, content, trust, action. What each layer means, how engines test it, and the failures we see most often across healthspan businesses.
The Playbook
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.
We asked 4 AI engines to recommend a longevity clinic. Here's how they decided.
A recorded walk through the full decision path: the query, the sources consulted, what got a clinic recommended, and what got an equally good clinic skipped.