AI Visibility

How to Check If ChatGPT, Gemini, and Perplexity Recommend Your Practice (Free Method)

AI Visibility·August 20, 2026·5 min read·By The Doc Mirror Team
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How to Check If ChatGPT, Gemini, and Perplexity Recommend Your Practice (Free Method)

To check AI visibility for your practice, open ChatGPT, Gemini, Claude, and Perplexity and type the exact question a patient would ask: "Who is a good [your specialty] in [your city]?" Then read whether you are named, how you are described, and whether the details are correct. If you are not mentioned in the first, cleanest answer, patients using that assistant are not seeing you either. This post gives you the precise prompts, the variations that matter, and a simple way to record what you find, so you can run the whole check in about 10 minutes.

What does it mean to check AI visibility

Checking AI visibility means asking the AI assistants your patients use whether they name your practice when someone describes their need. It is not about your Google rank or your star rating. It is about whether ChatGPT, Gemini, Claude, and Perplexity can confidently state your name, specialty, and location. This matters because in the rater8 2025 patient-choice report, 26% of patients said an AI tool influenced their choice of provider. If the assistants hedge, name competitors, or stay silent, that influence flows to someone else.

Which AI assistants should you test

Test all four, because patients split across them and each retrieves information differently.

Checking one and skipping the rest gives a false reading. A dermatologist can appear in Perplexity and be invisible in ChatGPT on the same afternoon.

The exact prompts to test ChatGPT for your clinic

Run these five prompts in each assistant, one at a time, in a fresh chat. Do not sign in with an account that carries your own history, or you will bias the result. Replace the brackets with your details.

  1. Specialty plus city: "Who is a good [cardiologist] in [Austin]?"
  2. Near me intent: "Best [dentist] near [downtown Denver] taking new patients."
  3. Condition-based: "I have [recurring knee pain]. Which [physiotherapist] in [Pune] should I see?"
  4. Direct name check: "Tell me about [Dr. Full Name], [specialty] in [city]. Is this a real practice?"
  5. Shortlist test: "Give me 3 [gynaecologists] in [Hyderabad] with good reputations."

For India, use natural local phrasing too, such as "best skin doctor in Bandra Mumbai" or "ENT specialist near Koramangala Bengaluru." For the US, mirror how patients type, such as "top rated pediatrician Brooklyn" or "family doctor near me Delhi" for cross-market clinics. The condition-based prompt matters most, because that is how worried patients really search.

How to record what you find

Use a simple table so you can compare across assistants and spot patterns. For each prompt, note four things.

  1. Named or not: Did the assistant say your practice by name, yes or no?
  2. Position: Were you first, in the shortlist, or only after a follow-up question?
  3. Accuracy: Are your specialty, location, and phone number correct as stated?
  4. Sources: In Perplexity especially, which pages did it cite? Your website, a directory, or nothing about you?

A pattern emerges fast. Maybe you appear in Gemini because your Google Business Profile is clean, but vanish in ChatGPT because your directory listings disagree. That gap is your work list.

How to read what the results actually mean

The result is a signal, not a verdict, and each outcome points to a specific fix.

If you want the mechanism behind the silence, how ChatGPT chooses doctors explains the confidence logic in full.

What most doctors get wrong about this check

Most doctors run the check once, see their name, and stop. That is a mistake for two reasons. First, one prompt is not a test. You appeared for "cardiologist in Austin" but did you appear for "chest pain specialist near me"? Real patients use dozens of phrasings.

Second, doctors read one good result as proof and ignore the three assistants that stayed quiet. AI visibility is not pass or fail. It is a score across many prompts and four engines. For Indian doctors, this check is pure measurement within NMC norms: you are observing what public information already says, not promoting anything.

Where a systematic audit goes further than the manual check

The manual method is real and worth doing. Its limit is scale. You can test 5 prompts across 4 assistants in one sitting, but you cannot easily run 30 phrasings, check 6 directories for the exact mismatches feeding those answers, and turn it into a score you can track.

That is what the Free Audit does. It runs your practice across Google, ChatGPT, Gemini, Claude, Perplexity, and 6 directories, scores you on the 7 pillars out of 100 as a single visibility score, and shows which gaps to close first. The manual check tells you whether there is a problem in 10 minutes. The audit tells you exactly where in about 90 seconds. From that baseline, tracking AI visibility over time keeps it from slipping back.

Run a free visibility audit

See your Doctor Visibility Score across Google, ChatGPT, Gemini, and Claude.

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Frequently asked questions

How do I check if ChatGPT recommends my clinic?

Open ChatGPT in a fresh chat with web browsing on, and type the question a patient would ask, such as "Who is a good dermatologist in Denver?" Then try a condition-based version like "I have acne, which dermatologist should I see?" Note whether your practice is named, where it ranks, and whether your details are correct. Repeat with a direct name check to confirm it knows you exist.

Why is my clinic visible on Gemini but not ChatGPT?

The two assistants retrieve differently. Gemini leans on Google Business Profile and Maps, so a clean profile helps you there. ChatGPT weighs agreement across your website and medical directories, and if those disagree it hedges and skips you. The gap almost always traces to inconsistent listing details, not to anything about your care.

Am I visible on AI if I rank first on Google?

Not necessarily. Google rank and AI recommendation are separate signals, and assistants do not read your search position. They check whether your name, specialty, and location are consistent enough to state with confidence. A practice ranking first on Google can still be invisible in ChatGPT if its directory listings conflict. The only way to know is to run the check yourself.

What is the best prompt to test AI for my practice?

The condition-based prompt is the most revealing, because it mirrors how anxious patients search: "I have [symptom], which [specialty] in [city] should I see?" It forces the assistant to match need to provider rather than repeat a directory list. Pair it with a specialty-plus-city prompt and a direct name check so you see whether the assistant can confirm you as a real, distinct practice.

Is checking AI visibility allowed for doctors in India?

Yes. Checking is measurement, not marketing. You are observing what public information already says about you across assistants and directories, which is fully within NMC norms. The compliant next step is also measurement-friendly: you correct and align existing factual details so they are consistent and findable. You are not advertising or soliciting patients at any point.

How often should I re-run the check?

Because ChatGPT and Perplexity rely on live retrieval, results can shift within days of a listing change. Run the manual check monthly, or after you fix a directory, so you can see whether the correction moved the answer. For continuous coverage across all four engines without doing it by hand, a systematic audit and ongoing tracking are built for exactly that. The 10-minute manual check tells you whether patients using AI can find you. It will not tell you which of your directory listings disagree, or which of the 7 pillars is dragging your visibility score down. The Free Audit checks your practice across Google, ChatGPT, Gemini, Claude, Perplexity, and 6 directories, scores you out of 100, and shows the first gap to close. Run your free audit at thedocmirror.com By the The Doc Mirror team

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