Can AI Recommend Your Dental Practice? A 15-Minute Visibility Test

Short answer: Yes. ChatGPT, Google AI Mode, Gemini and Perplexity can all name, cite or describe a dental practice. Being found is a different result from being recommended, though, and answers shift by platform, prompt wording, location and date. No one can promise you a recommendation. You can measure where you stand, fix what’s blocking you, and test again.

This guide gives you that test.

Your next patient may ask an AI before they ask Google

Think of a parent at 9 p.m. with a child’s chipped tooth. Five years ago, they typed “emergency dentist near me.” Today, there’s a good chance they ask a chatbot: “Which dentist near me takes Delta Dental and has Saturday hours?”

That shift is showing up in the data:

• 45% of US consumers used ChatGPT or another AI tool to get a local business recommendation in the past year, up from 6% the year before (BrightLocal Local Consumer Review Survey 2026).
• 42% trust AI platforms as much as traditional reviews for local recommendations (BrightLocal Local Consumer Review Survey 2026).
• ChatGPT reached 900 million weekly active users in February 2026 (TechCrunch).
• Google’s AI Overviews now reach more than 2.5 billion monthly users, and AI Mode passed 1 billion (Google I/O 2026 keynote).
• When a Google AI summary appears, people click a regular search result 8% of the time, versus 15% without one (Pew Research Center).

That last number is the one to sit with. If fewer people click through, the answer itself becomes the shortlist. Your practice is either in it, described correctly, or it isn’t.

What does “recommended by AI” actually mean?

Most advice treats AI visibility as yes or no. In practice, there are six distinct outcomes, and they need different fixes. Think of them as a ladder:

A practice at Level 3 and a practice at Level 0 both “aren’t showing up in ChatGPT.” Their problems have almost nothing in common. Knowing your level tells you where to start.

Run this 15-minute dental AI visibility test

You need a phone or laptop, a spreadsheet and 15 minutes. Use a private or logged-out browser window where you can, so past chats don’t skew results.

Step 1: Pick your platforms (1 minute)

Test the four places patients are most likely to ask:

1. ChatGPT with search turned on
2. Google AI Mode or an AI Overview in regular Google Search
3. Gemini
4. Perplexity

Note where you’re testing from. ChatGPT, for example, uses an approximate location based on your IP address for local results. A search from your office only tells you about your office’s neighborhood.

Add the city or ZIP code to each prompt to keep things consistent.

Step 2: Test branded questions (5 minutes)

These check whether AI knows you. Swap in your real practice name:

• “What services does [Practice Name] offer?”
• “Is [Practice Name] accepting new patients?”
• “Does [Practice Name] offer emergency appointments?”
• “What insurance does [Practice Name] take, and do they offer financing?”

Wrong answers here are your fastest wins. If AI says you’re closed on Saturdays and you’re not, a patient who believes it never calls.

Step 3: Test unbranded discovery questions (9 minutes)

These check whether AI chooses you. This is where new patients come from:

• “Dentist accepting new patients in [City, State/Province]”
• “Emergency dentist open on Saturday in [City]”
• “Implant dentist in [City] with financing”
• “Dentist for anxious patients in [City]”
• “Family dentist near [Neighborhood or ZIP/Postal code]”

Only test services you genuinely provide. If you don’t place implants, a missing implant recommendation is the system working correctly. Testing for services you don’t offer produces noise and tempts you to “fix” something that shouldn’t change.

Use this scorecard

Give each prompt one point per “yes.” Every result scores between 0 and 5.

How to read the columns:

• Mentioned: Your practice name appears in the answer.
• Linked or cited: The answer links to your website or a profile you control.
• Details accurate: Hours, address, phone, insurance and new-patient status are all correct.
• Correct service fit: You’re recommended for the thing that was actually asked.
• Clear booking path: The answer points to a phone number, booking link or page where a patient can act.

Run nine prompts across four platforms and you have 36 scored results. The pattern tells you more than any single answer. Strong branded scores with weak unbranded scores point to a different problem than weak scores everywhere.

DataDriven Digital’s Search Visibility Snapshot applies the same evidence-first principle to broader Google, Bing, local and AI Overview visibility. The test in this article focuses specifically on how prompt-based AI surfaces find, describe and recommend a dental practice.

What your score pattern tells you

A single score is less useful than the pattern across your results. Compare branded and unbranded prompts, then look for the closest match below.

Do not panic over one poor answer. Look for problems that repeat across several prompts or platforms. Those repeated gaps are the ones worth fixing first.

Prefer an automated baseline?
Run the free AI Visibility Preview to check your business across a broader set of buyer questions and AI platforms.

Why AI can find a practice and still not recommend it

When a practice scores low, the cause usually falls into one of four layers. Work through them in order, because a problem in an early layer can limit everything after it.

Layer 1: Discovery — can AI reach your information?

• Key pages aren’t indexed or crawlable. Google says content only needs to be indexed and eligible to show a snippet in regular Search to appear in AI Overviews and AI Mode. No extra step is required, and none can make up for a page Google can’t index.
• Your site blocks AI search crawlers. OpenAI states that sites blocking its search crawler, OAI-SearchBot, will not be shown in ChatGPT search answers beyond basic navigational links. Its publisher FAQ asks site owners to check robots.txt to make sure OAI-SearchBot has access. Perplexity gives similar guidance for PerplexityBot. Aggressive bot protection or firewall settings can block these crawlers without anyone on your team noticing.
• Important facts live where machines can’t read them. Hours in an image. Insurance lists in a PDF. Services inside a booking widget. If a patient can see it and a crawler can’t read it, AI can’t use it.

A useful distinction: OpenAI runs a separate crawler, GPTBot, for model training. You can block training and still allow search. Many practices block both without meaning to.

Layer 2: Understanding — does AI know what you do?

• Services are vague. “Comprehensive family and cosmetic care” gives an AI nothing to match against “implant dentist with financing.”
• Location is unclear. City, neighborhood and service area are missing or buried in the footer.
• People, practice and locations blur together. A dentist’s personal profile, the practice brand and a second location all get mixed up.
• Useful facts hide in marketing copy. “We’re passionate about your smile” pushes “We see new patients within 48 hours” further down the page.

Layer 3: Verification — do other sources agree?

AI tools may draw on several sources when assembling an answer. Patients check other sources too: BrightLocal found that most people who use AI for local recommendations go on to verify what it tells them.

Common conflicts include:

• The name, address, phone number or hours differ between your site, Google Business Profile, Yelp and dental directories.
• Your site says “accepting new patients” while a directory says you aren’t.
• Insurance lists don’t match across sources.
• You claim a specialty that no review, profile or independent mention supports.

When sources disagree, an AI answer may repeat the wrong version, express uncertainty or omit the practice.

Layer 4: Patient fit — does AI have a reason to pick you?

An AI answering “dentist for anxious patients” needs evidence you’re a good fit for anxious patients.

That evidence looks like:

• A page that explains sedation options, what a first visit feels like and how you handle nervous patients.
• Reviews that mention anxiety, gentleness or feeling at ease - written freely by patients, never scripted.
• Clear answers on cost, insurance, availability and treatment options.

Without that, you’re a dentist in the right city. With it, you’re the dentist who fits the question.

What is confirmed, and what remains speculation

A lot of AI visibility advice is confident guesswork. Here’s how the current claims line up against what Google, OpenAI and Perplexity have actually published:

Google has been unusually direct on the right-hand column. Its AI optimization guide, last updated in July 2026, says:

• You don’t need to create new machine-readable files, AI text files, markup or Markdown to appear in Google Search. These files “will neither harm nor help” visibility.
• Structured data isn’t required for generative AI search, and there’s no special schema.org markup to add.
• Optimizing for generative AI search is still optimizing for the search experience—and is therefore still SEO.

Schema still helps Google read your address, hours and services cleanly. It’s worth having. It just won’t jump you ahead of a practice with clearer, more useful pages.

One more caution: industry reports list anywhere from a handful to a dozen “directories that control dental AI citations.” Directories clearly matter as corroboration. No platform has published a list saying which ones decide recommendations, so treat any fixed list as a hypothesis to check against your own test results.

A prioritized 30-day improvement plan

Use a practical order: facts first, clarity second, corroboration third, then measure.

Week 1: Correct factual conflicts

Audit and align these everywhere they appear: your website, Google Business Profile, Bing Places, Yelp, Healthgrades, Zocdoc, insurer directories and the ADA Find-a-Dentist listing where relevant.

Check:

• Practice name, address, phone number and hours, including holiday hours
• Dentist names and credentials
• Services and locations
• New-patient status
• Insurance and financing wording

Bing Places deserves attention here. OpenAI lists Microsoft among ChatGPT search’s third-party providers, and plenty of practices have never touched their Bing listing.

Week 2: Make treatments and location clear

• Strengthen your highest-value treatment pages: implants, emergency care, Invisalign or clear aligners, sedation and pediatric dentistry.
• State your location and service area plainly on every relevant page.
• Answer the questions patients ask before booking: cost range, insurance, first-visit process and how soon they can be seen.
• Connect treatment pages to location pages so the service and the place are clearly linked. Read Service Page vs. Location Page for more guidance.

This is where experience beats generic copy. Google’s own guide favors unique expert or experienced takes over common knowledge—a point covered in Why Experience-Led Content Is Surviving the Shift to AI Search.

Week 3: Strengthen corroboration

• Review your key dental and local profiles for completeness and accuracy.
• Earn genuine local mentions through community sponsorships, local news, school relationships or charity partnerships.
• Build review recency and detail. BrightLocal found 74% of consumers look for reviews written in the last three months (BrightLocal). Ask every patient consistently, and never script what they say.

For more on how independent signals build trust, see The New Trust Signals Google and AI Systems Use.

Week 4: Retest the same prompts

Keep everything fixed so the scores reflect your changes instead of random variation:

• Use the same platforms.
• Use the same prompt wording.
• Test from the same location.
• Record mentions, citations, accuracy and service fit in the same scorecard.

Some fixes show up within days. Others take weeks while crawlers and directories catch up. A day-30 retest shows direction; the full effect can take longer.

How to measure AI visibility without fooling yourself

One screenshot of ChatGPT naming your practice feels great. It proves very little, because the next person asking might get a different answer.

Track a fixed set of measures over time:

That last row matters most. Visibility that doesn’t turn into calls and booked appointments isn’t finished work.

A profile can look perfect and still sit unseen, which we covered in A Complete Google Profile Can Still Be Invisible.

Frequently asked questions

Can I guarantee that ChatGPT will recommend my practice?

No. OpenAI doesn’t guarantee placement, and answers change by prompt, location and date. Anyone promising a guaranteed AI recommendation is selling something they can’t control.

You can remove the blocks, improve clarity and measure progress.

Is AI visibility different from local SEO?

They overlap heavily. Google says optimizing for its AI features is still SEO.

The difference is mainly in measurement. AI answers often present a shorter set of options, may draw on different sources and require a prompt-based test alongside traditional rank tracking.

Start with the foundations in Local SEO for Independent Service Businesses.

Does schema make a dentist appear in AI answers?

Not on its own. Google states that structured data isn’t required for AI search and that there’s no special markup for it.

Schema helps search engines read your details accurately, so keep it—but pair it with clear pages and consistent listings.

Does a dental practice need an llms.txt file?

Not for Google, which says such files neither help nor harm visibility. Other platforms haven’t said they use it for recommendations.

Spend that time improving your treatment pages instead.

How often should AI visibility be tested?

Monthly is a good rhythm for most practices, plus a retest after any major change such as a new location, new service or website rebuild.

Use the same prompts each time.

Why does my practice appear in Google Maps but not ChatGPT?

They draw on different sources. ChatGPT search uses third-party search providers and its own crawler.

Blocked crawler access, an incomplete Bing presence or conflicting directory data may contribute to your practice appearing in Maps but not ChatGPT.

Can an AI assistant show outdated practice information?

Yes. Old hours, a former dentist or a dropped insurance plan can linger on directories and get repeated to patients.

Week 1 of the plan above targets exactly this.

Find out what AI says about your practice

You can run the test above manually in about 15 minutes. For a broader automated check, run the free AI Visibility Preview to see how your business appears across more buyer questions and AI platforms.

Check Your AI Visibility Free

The results provide a point-in-time automated assessment and may vary by platform, prompt, location and date.

Looking for a broader assessment of Google, Bing, local search, important website pages and AI Overviews? Request a Search Visibility Snapshot.

For a broader self-check, use The 10-Part Search Visibility Checklist.