AEO & GEO Conversational AI Visibility

AI Search Visibility for Texas Clinics (AEO and GEO)

AI search visibility means an assistant names your clinic when a patient asks for a nearby provider. The assistants include ChatGPT, Perplexity, Google AI Overviews, Gemini and Copilot. We work for clinics in Austin, DFW, Houston and San Antonio. We open your site to AI crawlers and publish llms.txt. We rewrite service pages to answer first. We make your practice the authoritative entity everywhere. Then we track 10 prompts every month.

What is AI search, in plain words?

AI search means a person types a question into an assistant instead of a search box. The person gets a written answer with a few names in it, not ten blue links. For example, someone asks which Round Rock dentist takes Delta Dental. The answer is a paragraph that names two or three practices. Google now does the same above its own results, with AI Overviews and AI Mode. You will hear two terms:

  • AEO (answer engine optimisation): making your pages the direct answer to a question. Snippets, AI Overviews and voice assistants then quote them.
  • GEO (generative engine optimisation): making your clinic the entity ChatGPT, Perplexity, Gemini and Copilot recommend when asked for a provider.
Hand holding a smartphone that shows the question "root canal treatment near me" typed to an AI assistant, with a reply listing nearby endodontists
A patient asks an assistant instead of a search box. The reply names a few practices, not ten links.

Why do clinics lose “best dentist near me” to an AI answer?

Because the assistant answers before the searcher sees the map pack. It names the practices it can read, identify and confirm. It leaves you out if your site blocks its crawler. It also leaves you out if your pages bury the answer under a hero image. The same happens if your name, address and services differ between your profile, Yelp and Healthgrades. The usual causes, in the order we find them:

  1. Crawlers blocked. robots.txt or a firewall rule stops GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot or Applebot. Often a security plugin default.
  2. No direct answers. Service pages open with marketing copy. They do not say what the service is, who it is for, what it costs and what to expect.
  3. Weak entity signals. “Family dentist” on Google, “cosmetic dental studio” on the website, an old phone number on Yelp. The assistant is not sure who you are.
  4. No corroboration. No association directory, insurance directory, local press or chamber listing describes you the same way.
  5. Reviews without detail. “Great, 5 stars” tells an assistant nothing. Assistants match against reviews with detail: the treatment, the care of anxious patients, and how costs were explained.
  6. Not in Bing’s index. ChatGPT and Copilot lean on Bing. Many clinic sites have never been submitted to Bing Webmaster Tools.

See what the assistants say about clinics in your city on the What AI says page. You can request the same check for your practice there.

Illustration of a phone showing an AI answer with three highlighted results, each linked to a clinic on a city map, while a fourth clinic stays grey and unconnected
The assistant names the practices it can read and verify. The one it cannot is left out of the answer.

What do you actually do?

A foundation at onboarding, then one or two corroboration actions a month, then measurement. The foundation is the same for every clinic and is what the $900 AI Readiness Setup delivers on its own.

StepWhat we doWhen
Open the doorsAllow AI crawlers in robots.txt and any firewall. Submit the site to Bing Webmaster Tools and IndexNow. Confirm the main content is in the HTML, not injected by JavaScriptOnboarding, then checked weekly
llms.txtA factual Markdown summary of the practice, providers, services, locations, insurance and key URLs, live at your site rootOnboarding, updated on any change
Make the entity unmistakableOne agreed description, reused word for word on the site, Google profile, llms.txt, directories and social. Clinic-type schema with sameAs links. Person schema for each provider, with credentialsOnboarding, maintained monthly
Answer-first pagesWe rewrite service pages so the first paragraph answers the question. Headings become questions. Pages state costs and insurance as ranges, with a date. A provider gets credit as reviewerOne at onboarding; two a month on Growth
FAQ layer5–8 real patient questions per service page, answered in 2–4 sentences, marked up with FAQ schemaWith each page
Apple Business ConnectListing verified, specific category, Book and Call actions, photos; Yelp kept complete because Apple Maps pulls from itOnboarding
Reviews that carry attributesRequest wording that asks patients to mention the treatment and the experience, never the sentiment; no gating, no incentivesMonth 1 onward
CorroborationAssociation and insurance directories, local press quotes, chamber listings, alumni pages and podcasts. We monitor local forums to learn what patients ask. We never post undisclosed recommendationsOne or two actions a month
Measurement10 prompts across five assistants, three runs each; AI Overview presence; referral visits from assistants in GA4; Bing clicksBaseline, then monthly

How is it measured?

We agree ten prompts with you at onboarding. We run each one against each assistant three times a month. For each run, we record whether the assistant names you, and in what position. We also record which competitors it names and which sources it cited. Every monthly report has a table: this month, last month and baseline. It also lists sources the assistants trust that you are not on yet. That list becomes the next month’s outreach list.

Example prompts for a dental practice in Round Rock include “best dentist in Round Rock”. Others are “emergency dentist open now near Round Rock” and “who does Invisalign in Round Rock”. We also use “dentist in Round Rock that takes Delta Dental” and your practice name followed by “reviews”.

How long does it take?

First mentions typically arrive 2 to 4 months after the foundation work. This applies if the practice already has decent reviews and rankings. A practice with few reviews, a new domain or a history of blocked crawlers sits at the long end. The foundation itself takes 10 business days.

What do you not promise?

We do not promise that any assistant will name you, for any prompt, by any date. The assistants change their sources, and their answers vary between runs. We promise three things. We deliver the foundation on schedule. We measure every prompt every month. We explain the reasons when a mention does not come. You earn AI mentions; you cannot buy them. The same work also lifts your Google rankings, so none of it is wasted.

What does it cost?

Every retainer, from Starter at $800–1,200 a month, includes the AI readiness basics. These are crawler access, llms.txt and FAQ schema. Growth ($1,500–2,500 a month) and Multi-Location ($1,200–1,800 per location) include monthly tracking of the 10 prompts. On its own, the AI Readiness Setup is $900 one-time, with no retainer. We deliver it in 10 business days. We credit it against your setup fee if you move to Starter within 90 days. Full details are on the pricing page.

Dr. Vamsi Peddinti, MBBS - Clinical Director at ClinicRankPro
Medically Qualified Specialist

Clinical Entity Strategy Directed by Dr. Vamsi Peddinti, MBBS

Many agencies use non-medical copywriters who guess at terminology. At ClinicRankPro, a medically qualified specialist (MBBS) directs every client strategy. We structure medical schema, clinical categories and procedure content with clinical accuracy. This helps search engines and AI assistants verify your practice’s authority. Learn more about Dr. Vamsi →

Frequently asked questions

What is AEO and what is GEO?

AEO (answer engine optimisation) makes your pages the direct answer to a question. Featured snippets, AI Overviews and voice assistants then quote them. GEO (generative engine optimisation) makes your clinic the entity that ChatGPT, Perplexity, Gemini and Copilot recommend. We do both. Most of the work overlaps with local SEO.

Can you pay to appear in ChatGPT or Perplexity answers?

Not in most assistants at the time of writing. Mentions are earned from what the assistants can read and corroborate. That is why early movers keep their position: there is no ad slot to be outbid on.

How do you know whether an AI assistant names my clinic?

We run 10 set prompts, such as “best dentist in Round Rock” or “who does Invisalign near Cedar Park”. We run them against ChatGPT with search, Perplexity, Google AI Mode and AI Overviews, Gemini and Copilot. We run each prompt three times a month. We record whether the assistant names you, in what position, and which sources it cited. Then we report the trend.

How long until an AI assistant mentions my practice?

Typically 2 to 4 months after the foundation work, if your practice already has decent reviews and rankings. It takes longer if it does not. Assistant answers vary between runs. For this reason, we report “named in 2 of 3 runs” rather than a single result.

Why does my website block AI crawlers?

Many security plugins and firewalls block GPTBot, ClaudeBot and PerplexityBot by default. Some robots.txt files also block them, because someone copied them from a template. The site owner rarely knows. We check this first, and it is usually the quickest fix.

What is llms.txt?

A short plain-text file at your site root. It describes the practice, its providers, services, locations and key pages, in Markdown. It gives assistants a clean, factual summary to read. We write it from the same agreed description used on your profile and site. We keep it in sync.

Does the AI work help with normal Google rankings too?

Yes. Answer-first pages, FAQ schema, provider bios, consistent citations and detailed reviews are the same things Google rewards. Nothing in the AI layer is wasted even for a prompt where an assistant never names you.

What can go wrong when an assistant describes my clinic?

It can say you are closed, list an old address, or name a service you do not offer. Almost always, it is quoting a stale directory or an old profile. We find the source it cites and fix that source. Then we update llms.txt and the site, and check again in 2 to 4 weeks.

Find out where patients find you today, and what the AI assistants say when asked.