How to Show Up in ChatGPT and AI Search: A Practical Guide for Specialty Practices
A new patient sits down and says, “I found you by asking ChatGPT.”
It feels great—until the next question crosses your mind: How many other prospective patients asked a similar question and received a competitor’s name instead?
That is a growing concern for Atlanta specialty practice owners. Patients are no longer relying only on a traditional list of search results. They may ask ChatGPT, Google’s AI features, Perplexity, or another AI search tool to explain their options, compare approaches, or identify providers near them. The answer may narrow their consideration set before they ever visit a practice’s website.
The reassuring part is that there is no secret AI switch you have failed to turn on.
AI search tools often rely on publicly available websites, search indexes, business listings, and other online sources. The exact sources and methods vary by platform, but the fundamentals remain familiar: your information needs to be accessible, clear, accurate, and credible.
Google states that there are no additional requirements or special optimizations needed to appear in AI Overviews or AI Mode beyond the established requirements for appearing in Search. OpenAI also explains that ChatGPT can search the web, provide citations, and use location information when answering local questions.
In other words, you do not need to rebuild your marketing strategy from scratch. You do need to make sure patients—and the platforms they use—can understand exactly who you help, what you provide, and where you are located.
Why AI search visibility matters now
Traditional search gave patients multiple listings, websites, maps, directories, and reviews to compare. AI-generated answers can condense that research into a shorter response, often summarizing information and suggesting places for the patient to investigate further.
That changes the question from “Are we somewhere in the search results?” to “Is our practice represented accurately when someone asks about this service?”
ChatGPT search may rewrite a person’s question into one or more targeted searches and send those searches to third-party search providers. It may also use approximate location information to make local results more relevant. Google’s AI features can use multiple related searches and sources to build a response.
For a specialty healthcare practice, this creates both a challenge and an opportunity. Patients choosing functional medicine, women’s health, mental health, concierge care, or another specialized service need to understand more than a practice name. They want to know whether you address their particular concern, how your approach works, who will treat them, what the financial expectations are, and what they should do next.
Practices that communicate those answers clearly are easier for patients to evaluate and easier for search systems to understand.
What helps AI search understand your practice
No platform publishes a complete formula showing exactly why one practice appears in a particular AI-generated answer and another does not. However, several practical steps can improve your practice’s eligibility, clarity, and overall online visibility.
Your information must be accessible
Search systems need to be able to reach and interpret your important pages. Google recommends allowing crawling, making important information available in text, maintaining useful internal links, and keeping Business Profile information current.
For inclusion in ChatGPT search, OpenAI says a website must allow its search crawler, OAI-SearchBot, and permit traffic from OpenAI’s published searchbot IP addresses. Eligibility does not guarantee that a page will be indexed, cited, or recommended, but blocking the crawler can prevent the site from being included.
Your most important information should also appear as readable website text—not only inside an image, video, brochure, or graphic. Images and videos can enhance a page, but they should support the written explanation rather than replace it.
Your pages must explain what you actually do
Many practice websites rely on attractive but vague language such as “personalized care,” “whole-person wellness,” or “a root-cause approach.” Those ideas may be central to your brand, but they do not tell a patient—or a search platform—which conditions you address or which services you provide.
A prospective patient is more likely to ask:
Do you treat perimenopause symptoms?
Do you offer functional medicine for thyroid or digestive concerns?
Do you provide adult ADHD testing?
Do you accept insurance?
How much does the first appointment cost?
Are you accepting new patients near Decatur or Sandy Springs?
Your website should answer the questions that are appropriate for your practice in plain, accurate language. AI systems can then interpret and summarize that information more reliably.
Your broader digital presence should support the same story
Your website is only part of the picture. AI search may also encounter information about your practice through Google Business Profile, professional directories, health-system or association websites, local media, review platforms, and other credible third-party sources.
From a broader local-search and credibility standpoint, accurate business information, genuine reviews, authoritative mentions, and clear clinician credentials help patients verify that a practice is established and appropriate for their needs.
That does not mean every reference to your practice must use identical punctuation or formatting. It means your practice name, location, phone number, website, services, and clinician information should be accurate and materially consistent across the sources patients are most likely to encounter.
A three-step AI visibility plan for specialty practices
Step 1: Make sure search platforms can access and understand your practice
Review the pages that matter most: your homepage, core service pages, clinician biographies, contact page, and location information.
Confirm that:
Important pages can be crawled and indexed.
Core information appears as readable text.
Each important page is linked from elsewhere on the website.
Your Google Business Profile is claimed, complete, and current.
Your practice name, address, phone number, and website are accurate and materially consistent across major listings.
Your website allows OAI-SearchBot if you want it to be eligible for ChatGPT search inclusion.
Allowing or blocking particular crawlers is a business decision. Before changing crawler settings, review your practice’s preferences with the person responsible for the website, privacy, and content strategy.
Step 2: Answer the questions prospective patients actually ask
Create a clear page for each core service or treatment area. Explain:
Who the service is for
Which concerns or conditions it addresses
What the approach includes
Who provides the care
Where the service is available
Whether appointments are in person, virtual, or both
What patients should expect next
Include financial information when appropriate, such as whether the practice accepts insurance, is self-pay, or uses a membership model. If you do not publish exact pricing, explain how patients can obtain it.
Use location language naturally and accurately. A practice may say it serves patients from Buckhead, Decatur, or Marietta when that is true, but it should not imply that it has a physical office in a neighborhood where it does not.
A short FAQ can be especially helpful when it reflects real questions from intake calls and consultations. The goal is not to stuff a page with keywords. The goal is to remove uncertainty for a patient deciding whether to contact you.
Step 3: Strengthen the signals that help people verify your practice
Make sure clinician biographies include accurate names, credentials, specialties, and relevant experience. Review your profiles on important professional and healthcare directories. Correct outdated addresses, phone numbers, services, and clinician information.
Invite patients to leave honest reviews through a voluntary, privacy-conscious process. Do not pressure patients, selectively request only favorable feedback, condition an incentive on positive sentiment, or disclose patient information in a public response. Healthcare practices should have their review-request and response procedures reviewed internally for privacy, ethical, and platform-policy considerations.
Also look for legitimate opportunities to establish expertise beyond your own website. These might include association profiles, local interviews, community partnerships, podcast appearances, or useful educational contributions to credible publications. The purpose is not to manufacture mentions. It is to make your real-world expertise visible online.
What your practice should measure
No single report currently provides a complete picture of how often every AI platform mentions a practice. Measurement therefore requires a combination of intake information and traditional search data.
Start by improving the “How did you hear about us?” question on your intake form. Instead of relying only on a blank text box, consider options such as:
Google Search
Google Maps
ChatGPT or another AI tool
Social media
An online directory
A physician or professional referral
A friend or family member
Other
If a patient selects an AI tool, ask which one. Train the person answering the phone to capture the same information when appropriate.
Supporting measurements may include:
New-patient inquiries attributed to ChatGPT or another AI tool
Branded searches for your practice or clinicians
Search impressions and clicks for priority service pages
The percentage of important pages indexed by Google
Referral traffic from identifiable AI or search platforms
Conversions from organic and local search
Review the pattern over time rather than relying on a one-time test. AI-generated answers can change based on wording, location, timing, personalization, and the sources available for a particular query.
If several visibility and inquiry measures improve together, it may indicate that your overall digital presence is strengthening. It does not prove that AI search alone caused the change, but it gives you a more useful picture than checking one prompt and treating it as a ranking report.
Where MIRJ Media fits
You are the expert your patients need. MIRJ Media’s job is to make sure your digital presence communicates that expertise clearly.
Our AI visibility snapshot reviews how accurately and clearly your practice is represented across your website, Google Business Profile, traditional local search, and selected AI search experiences. You receive a focused list of the issues and opportunities most relevant to your practice.
No responsible agency can guarantee whether or when a particular platform will cite or recommend a business. What we can do is improve the factors within your control: accessibility, clarity, accuracy, authority, and the patient’s path from discovery to inquiry.
Want to know where your practice stands? Book a free AI visibility snapshot with MIRJ Media.
Frequently Asked Questions
Do I need a special AI file, schema, or llms.txt file to appear in AI search?
Google says there are no special AI files or schema requirements for appearing in AI Overviews or AI Mode beyond its established Search requirements. Good technical SEO, accessible text, helpful content, accurate structured data, and current business information remain worthwhile.
Other AI platforms have their own systems and crawler controls. For ChatGPT search eligibility, check that your website is not blocking OAI-SearchBot.
Can anyone guarantee that ChatGPT will recommend my practice?
No. Results can change, and eligibility does not guarantee crawling, indexing, citation, placement, or recommendation. A responsible visibility strategy improves what the practice can control without promising a particular answer.
How is this different from the SEO I already pay for?
The foundations overlap significantly. Technical accessibility, useful service pages, local accuracy, clinician expertise, and trustworthy third-party information matter in both traditional and AI-assisted search.
The added emphasis is on making your practice easy to understand in the context of a detailed, conversational question. That means addressing patient concerns plainly, keeping information current across the wider web, and measuring AI-attributed inquiries instead of relying only on rankings.
Is it safe to use AI tools in healthcare marketing?
AI tools can assist with brainstorming, outlining, drafting, and organizing, but their output requires knowledgeable human review. Do not enter protected health information or other sensitive patient information into a general-purpose AI tool. Any workflow that could involve patient data should be reviewed under the practice’s approved privacy, security, legal, and vendor-management processes.