Will ChatGPT Recommend My Clinic? A GEO Checklist for Medical & Dental Practices

Short answer: yes, ChatGPT and other AI assistants will recommend your clinic — but only if the machine-readable signals that let it do so confidently are actually in place. Most clinics have none of them, which is why the same two or three practices keep getting named in every “best dentist” or “walk-in clinic near me” answer while everyone else is invisible.

This is generative engine optimization (GEO), sometimes called answer engine optimization (AEO), applied specifically to medical and dental practices. It’s a different discipline from classic SEO, and it rewards clinics willing to do unglamorous, structural work.

What patients are actually typing into AI chatbots

Search behaviour has shifted from keywords to conversational questions. Instead of typing “dentist Surrey,” a patient now asks an AI assistant something closer to: “Which dental clinic in Surrey takes new patients and is open Saturdays?” or “Walk-in clinic near me that’s open right now.” The AI reads the question, matches it against clinics it can verify, and answers in a sentence or two, naming names.

If your clinic doesn’t surface in that answer, you don’t lose the click — you never existed as an option.

Why AI recommends two or three clinics and not yours

AI engines are conservative. They cite sources they can verify quickly and confidently: consistent business information across the web, structured data that spells out your services and service area, and independent evidence — reviews, directory listings, press — that you are who you say you are. A clinic with a beautiful but unstructured website and inconsistent contact details across the web is functionally invisible to the machine, no matter how good the care actually is.

The GEO checklist for clinics

1. Let the AI crawlers in. Check robots.txt for GPTBot, PerplexityBot, and ClaudeBot. Many practice websites — especially older WordPress builds — block them by accident, often from a leftover “block AI” plugin default. If the engines can’t read your site, nothing else here matters.

2. Structured data for a medical practice. MedicalBusiness or Dentist schema with your services, insurance and direct-billing details, hours, and accepted patients (new patients, walk-ins, referrals only). FAQPage schema on the real questions patients ask before booking. This is the difference between an AI guessing what you offer and knowing it.

3. A complete, active Google Business Profile. Specialties listed, hours accurate, booking link live, and a steady trickle of recent reviews. GBP data feeds directly into how AI engines answer “near me” queries — it’s arguably the single highest-leverage asset a local clinic has.

4. Answer-shaped content on your own site. A page that plainly states “Do you take ICBC or WorkSafeBC claims?” or “What’s the cost of a first physio assessment?” in two crisp sentences is dramatically more quotable than a paragraph of brand language. Direct questions and direct answers — that’s the whole formula.

5. Practitioner bios with real credentials. AI engines increasingly weigh expertise-and-trust signals. A bio naming your practitioners’ licensing body, years in practice, and specialties gives the machine something concrete to cite.

6. Third-party mentions. RateMDs, Healthgrades, local news, association directories, and neighbourhood roundups. One genuine mention in a “best clinics in [city]” article outweighs a thousand words on your own homepage — AI engines trust what others say about you more than what you say about yourself.

7. llms.txt. A short plain-text file at yourdomain.com/llms.txt summarizing who you are, what you treat, and where. New standard, low effort, and almost none of your local competitors have one yet.

What results actually look like

There’s no vanity dashboard for this. The honest test: ask ChatGPT, Gemini, and Perplexity the exact questions your patients ask, screenshot the answers, fix the gaps this checklist points to, and ask again next month. If your clinic starts appearing where it didn’t before, that screenshot is the entire report.

This is exactly what our generative engine optimization service is built to run for clinics — an AI visibility audit first, then the fixes, then proof. It pairs naturally with an AI receptionist that answers the calls this visibility generates, since getting found and then losing the patient to a missed call is its own kind of expensive.