Research
What we learn from measuring AI answers
Methods, field notes and specialty reports from our work on AI answers about healthcare.
What a medical website needs before AI can cite it
A checklist from our own sites: letting the right crawlers in, putting facts in readable text, and why llms.txt is a courtesy rather than a lever.
Mentioned isn’t recommended: how we measure AI visibility
Why we report mentions, recommendations and citations separately, and the rules that keep AI visibility numbers honest.
Find out what AI says about you
Tell us your specialty, your city and where your patients come from. We’ll ask the engines they use and show you who gets named, which sources get cited and what’s wrong about you.