Medical practices
Ask an assistant for a doctor nearby and it answers with a few practices by name.
A patient who has moved, changed plans or lost a doctor to retirement types the whole situation into an assistant: the kind of doctor, the town, the plan, how soon. The answer comes back as names, with a line about each. What it can say about your practice depends on what your pages and listings state.
A practice is in the running for a patient's question when a page an assistant can read states, in text, the facts the question turns on, and when the practice reads as one practice: one name, one address form and one main number per office, the same everywhere. Neither needs anything clinical. Both are facts your front desk already gives out on the phone.
How your customers ask
Questions from the week a patient needs a new doctor
What AI visibility is for a practice, in brief
A patient's question carries filters (a specialty, a place, a plan, an opening, a language, a price), and an AI assistant answers it with a short list of practices that fit them. AI visibility is where your practice lands in that list: left out, mentioned, put forward as a choice, or listed first. A practice that fits every filter but states none of them in text gives the answer no way to know it fits.
Of everything the answer can draw on, your own site is the one source you control completely. For ChatGPT, where an answer's facts come from is set out in what ChatGPT can read on a practice's site; how a practice measures where it lands is in what being named means, and how to measure it.
None of it touches the quality of care, which no page can show. The work is stating facts about the practice.
The pages that carry a practice's facts
Each fact a patient asks about belongs on a page with its own job. The table maps the facts to those pages, and each page to the article that covers it in depth.
| Page | What it states | Covered in |
|---|---|---|
| New patients | Whether you are taking new patients, for which clinicians, how booking works and how soon, dated | What patients ask before choosing a practice |
| Each office | The address in one fixed form, suite included; hours; the main line; the clinicians there and their days; hospital affiliations | Getting the place right |
| Prices | Self-pay prices or ranges, what each includes and excludes, and which services are self-pay | Self-pay prices and what they cover |
| Answer pages | The questions the front desk answers most days, each under its own heading with the answer beneath | Turning patients' questions into answer pages |
| What a crawler receives | Public pages in HTML, outside the portal and free of challenge pages; a robots.txt that admits OAI-SearchBot | What ChatGPT can read on a practice's site |
| The measurement | A fixed panel of twelve patient questions, put to Claude with live web search, every answer kept | What being named means, and how to measure it |
The markup repeats those pages in a shared vocabulary. For a doctor's office the schema.org type is Physician, and for a clinic MedicalClinic; both sit under MedicalBusiness in the LocalBusiness schema family. Each office is its own node, with the name, address, telephone and opening hours that Google's local business documentation lists, plus the medical properties that apply: isAcceptingNewPatients, medicalSpecialty, availableService. Each clinician is a Person node. All of it is JSON-LD restating the visible page.
The audit's figures for every trade, and a practice's first steps
None of these figures is specific to medical practices; each describes the whole sample. In our audit of 9,483 small business websites in 40 trades and 90 metros across the US, Canada, Europe and the UAE, run between late August and early September 2026, 61.5% had no question-and-answer content of any kind. 43.1% were inconsistent about who and where they are across their own three main pages, and 34.1% had no postal address a machine could parse.
17.8% carried no schema.org markup at all, and most of what the rest carried described the website (WebSite, WebPage, BreadcrumbList) rather than the business; LocalBusiness appeared on roughly a quarter of sites. 7.2% sat behind bot protection that served our crawler a challenge page instead of the site. On a practice site, that can be the portal's security layer reaching the public pages.
We also asked. One buyer question per business went to Claude with web retrieval on, for 9,240 of them, and 14.9% of the businesses were named: directional, one assistant, one question, one day, and a Claude figure only. The businesses that were named were, on inspection, the ones whose sites had answer-shaped content and a consistent identity. The order of work that follows:
- One name, one address form and one main number per office, identical on every page and every listing you control, so the practice reads as one entity.
- A dated new patients page and the plan list in text, out of any PDF.
- The crawler access check, and a look at what a fetcher receives with the portal and the security settings in place.
- Physician or MedicalClinic markup for each office, repeating the page.
- Answer pages for the questions the front desk hears most days, and a self-pay price list if you see self-pay patients.
- A baseline on a fixed panel of patient questions, then the same questions every month.
Cautions particular to a medical practice
- Reviews. What may be quoted, and with whose permission, is set by your privacy obligations; nothing here asks you to quote a patient without it. Where a review may be quoted, quote it as text, with the date, the platform, and the reviewer named only as far as they have agreed. Keep ratings out of your markup: under Google's review snippet rules, a page on which a business controls the reviews about itself is ineligible for review stars, and ratings gathered from other websites may not be aggregated.
- Outcomes. "We see adults for diabetes care and review medication by video between visits" is a fact about the practice. A promise about results is a claim, and the advertising rules for health services where you practice are for your counsel or regulator to read.
- Patients' own words. Questions collected from calls and portal messages reach the site as general questions, never as anything a particular patient said.
- The portal. Patient information stays behind its login; the facts a patient needs before signing in, such as hours, plans and how to register, belong on public pages.
- Praise from an assistant. An answer that names you varies by run and is not an endorsement. Keep it out of your marketing.
Go deeper
Five articles, one question each
Fundamentals
AI visibility for doctors: what being named means, and how to measure it
Local & Industries
Local AI visibility for a medical practice: getting the place right
AI Engines
What ChatGPT can read on a medical practice's site, and what it cannot
Content & Answer Pages
Collecting the questions patients ask, and turning them into answer pages
Strategy & Planning
Self-pay patients and AI search: stating prices and what they cover
What practice owners and managers raise first
Our schedule is full. Why would we want to be named more often?
Being named is also about being named correctly, and for the right patients. Stale hours in an answer send a patient to a locked door, and a dated "not accepting new patients" keeps the calls you cannot take away from the front desk. Schedules change too: a new clinician, a new service or a second office needs patients.
Patients find us through their insurer's directory. Does an assistant matter?
The directory lists every in-network practice and leaves the choosing to the patient; an assistant's answer names a few. Both matter, and they have to agree. The insurer's directory is built from the provider data your practice submits, so an old address there contradicts your site. Keep it current through the insurer, and let your own pages carry what the directory has no room for.
Can we do this without our EHR vendor?
Mostly, yes. The work is text on public pages, a block of markup per office and a robots.txt file, which is your website's business rather than your records system's. The vendor matters in two places: where its portal or booking widget sits in front of public pages, and where its security settings put a challenge page in front of the whole site.
Is a medical practice allowed to publish all of this?
The pages state facts about the practice: hours, plans, services, prices, the people and their credentials. Whether and how the rules on advertising health services apply to them differs by jurisdiction, and your counsel or regulator is the one to say. Nothing in these articles asks you to make a claim about outcomes or to quote a patient.