AEO for healthcare providers
Answer engine optimization for healthcare.
Health is the most heavily guarded category in AI answers. Engines apply their strictest source standards, prefer institutional publishers, and hedge toward telling people to see a professional. That conservatism means fewer provider names surface — and the ones that do are chosen on credential and location clarity rather than marketing.
Free scan. $99 one-time if you continue — refunded in full if you aren't mentioned on 2+ engines in 45 days.
The questions that decide it
What your buyers actually ask.
These are the shapes of question that put a healthcare provider on a shortlist. Your tracked prompt set is built from the versions your buyers use.
“best [specialty] clinic near me”
“should I see a specialist for [symptom]”
“how much does [procedure] cost without insurance”
“best [specialty] doctors in [city]”
“what to expect during [procedure]”
“is [treatment] covered by insurance”
“how to choose a [specialty] provider”
“[specialty] clinic accepting new patients”
Where it matters most
Not every engine matters equally here.
Gemini and AI Overviews dominate, because health queries are overwhelmingly local and Google's health corpus is both the largest and the most curated. ChatGPT answers general health questions extensively but names providers rarely, so treat a ChatGPT mention as a strong outlier rather than the baseline target.
What we find
Why healthcare providers stay invisible.
These are the patterns that come up again and again in this vertical — not a generic checklist.
Clinician credentials unstructured
Qualifications, registrations and specialties usually appear as prose in a bio. Without Person and credential markup, a model cannot verify that the practice employs someone qualified for the thing being asked about.
Multi-site practices sharing one entity
Several locations on a single contact page collapse into one ambiguous place. Location queries need separate entities with their own hours, addresses and accepted insurance.
No patient-question content
Patients ask about cost, recovery, preparation and insurance long before they choose a clinic. Sites that answer none of it cede every informational query, which is where the relationship starts.
Insurance and access details missing
Whether you accept a given plan or new patients is often the deciding factor, and is almost never machine-readable — so the engine cannot use it even when it is the answer to the question.
The structured data that matters here
Choosing the most specific applicable type is what turns a generic business into a recognisable healthcare provider.
MedicalOrganizationPhysicianMedicalProcedureFAQPage
What corroboration looks like
Engines weigh what other sources say about you. In this vertical, these are the sources that carry weight.
- Professional register and licensing body listings
- Hospital affiliations and accreditations
- Named clinicians with verifiable qualifications
- Health directory profiles with consistent details
FAQ
Questions from healthcare providers.
Will an AI engine recommend a specific clinic?
For local and practical questions — who is nearby, who accepts a plan, who treats a condition — yes, regularly. For anything resembling diagnosis it will decline and advise seeing a professional, which is appropriate.
Is any of this a compliance risk?
The work is structural: publishing accurate credentials, locations, services and access information in machine-readable form. It makes no clinical claims. Your usual review process should still cover any patient-facing copy.
We're a single practitioner. Can we compete with hospital groups?
On broad medical information, no — and you should not try. On specific local and practical questions you compete well, because those are decided by clarity and proximity rather than institutional weight.
How is this measured?
Your prompts are asked on ChatGPT, Perplexity, Gemini and Claude and the answers recorded — whether you were named, in what position, and which pages were cited. The record is what the 45-day guarantee is judged on, so there is no interpretation involved.
What does it cost?
$99 once for a 45-day sprint. If your business isn't mentioned on at least 2 of the four engines by the end of it, you are refunded in full.
Ready to become the answer?
Free scan in ten seconds. $99 to fix it — refunded in full if we don't.