AI visibility for medical clinics and practices is whether an assistant names you when someone asks a question like “<specialist> in <city> accepting new patients”. It is decided by whether the engine can read your site and whether you are in the pages it retrieves — both are checkable, and the first is fixable from inside the site.
Four shapes of question decide AI visibility in medical clinics and practices: best-for, alternatives-to, cheapest, and for-a-situation. The lines below are the kind an assistant hears every day; replace the brackets with your market.
An assistant answering those questions retrieves pages and names the companies in them. For medical clinics and practices the pages it retrieves are usually:
A site that is not in those sources is not in the answer, however well it reads. A site that cannot be read is not in them either — and that part is checkable.
Medical clinics and practices sites are most often built on WordPress, Squarespace, Wix. The checks they fail most are the ones that come with that:
What the agent does here: runs the 23 checks on your pages, switches on the fixes it can apply from inside the site — AI crawlers allowed in robots.txt, Organization schema in every page, a sitemap, /llms.txt — writes the answer-first opening and the search description for your approval, and counts every AI visit page by page so you see which questions already bring an engine to you.
Questions of four shapes: best-for, alternatives-to, cheapest and for-a-situation. For medical clinics and practices that means lines like “
Healthgrades, Zocdoc and national health directories; Google Business reviews; the clinic's service pages; patient forums. Being in those sources matters as much as the site itself.
json-ld identifies the organization — no MedicalClinic/Physician schema. pages open with the answer — service pages that open with the clinic's mission instead of the service, the cost and the wait. all pages return http 200 — old service URLs returning 404 after a site rebuild.
MedicalClinic schema with services, address and the physicians named. One page per service, opening with who it is for and what to expect, with a visible date. Redirect the old URLs; AI engines cite pages that resolve.
The free page check runs the 23 checks on your public pages — the ones above, measured on yours.