Your next patient is asking ChatGPT — not scrolling Google.
AI SEO (also called GEO — generative engine optimization) is the practice of making your website the answer AI assistants give when patients ask “who should I see for [condition] near me?” Most practice sites aren’t built for this yet. We fix that.
How patients are finding providers right now
For twenty years, “being found online” meant ranking on Google’s first page. That’s still important — but a growing share of patients now open ChatGPT, Perplexity, or Google’s AI Overview and ask a question directly: “best chiropractor near me that takes Cigna,” “who treats sciatica in Midtown,” “is there a pediatric PT near downtown?” The engine reads its sources and gives one synthesized answer — not a list of ten links to choose from.
If your practice isn’t structured for that — thin entity facts, no structured data, no answer-shaped pages — the AI is more likely to give a vague non-answer or name someone it can describe confidently, even if you rank on Google page one. Google says its AI features build on the same core Search signals: crawlability, accurate structured data, and original content. GEO is doing that work deliberately.
“I don’t have specific information about providers in your area. You may want to check Zocdoc or call your insurance carrier for in-network options.”
What AI assistants say when your practice isn’t structured for them — even if you rank on Google page one.
“[Your practice] on [Street], [City] accepts most major insurance plans including [Ins]. They focus on [focus area] and have online booking at [URL].”
The answer when your entity is structured, your pages are answer-shaped, and your identity is consistent across directories.
What is generative engine optimization (GEO)?
Generative engine optimization (GEO) is the practice of structuring your website and online presence so AI assistants — ChatGPT, Perplexity, Gemini, and Google AI Overviews — recommend and cite your business when people ask questions. Where classic SEO competes for a ranked list of links, GEO competes for the one synthesized answer an AI gives.
The term GEO is sometimes used interchangeably with AI-SEO, AEO (answer engine optimization), or AI-search optimization. They all describe the same shift: patients asking AI engines for recommendations instead of scrolling link lists, and the practices that want to be the answer those engines give.
Not a ranked list — AI gives one recommendation set. You want to be named in it.
AI engines quote their sources. Structured, answer-shaped pages get cited.
AI must know exactly who you are — or it recommends a lookalike or gives nothing.
GEO vs SEO — a plain comparison
These are not competing strategies. GEO builds on the SEO foundation — we run both.
| Signal | Classic SEO | GEO / AI-SEO |
|---|---|---|
| Target surface | Google ranked link list | AI-generated answer / cited recommendation |
| Primary signal | Backlinks, page authority, keyword density | Entity clarity, answer structure, citation consistency |
| Identity file | robots.txt (crawl rules) | llms.txt (AI identity + page map) |
| Structured data | Title, description, basic schema | MedicalClinic, Physician, FAQ, Review, sameAs entity graph |
| Content format | Keyword-optimized pages | Answer-shaped pages written for quoted excerpts |
| Monitoring | Google Search Console rank tracking | AI-citation probes across ChatGPT / Perplexity / Gemini |
| Local signals | GBP, NAP consistency, local backlinks | GBP + AI-readable entity links + directory citation network |
What we build for your practice
Every deliverable below runs on our own site first. We practice what we sell.
llms.txt — your AI identity file
A machine-readable file at the root of your site that tells ChatGPT, Perplexity, and Gemini who your practice is, what you treat, which page answers which patient question, and where to send someone who wants to book. Without it, AI engines have to guess — and they guess wrong.
Entity & schema engineering
Organization, MedicalClinic, Physician, FAQ, and Review structured data — with sameAs links to your Google Business Profile, Healthgrades, and key directories. This is how AI engines tell your practice apart from similarly named ones two zip codes over.
Answer pages for money questions
Pages written around the exact questions patients ask AI: "best chiropractor near me that takes Aetna", "does dry needling help sciatica", "how long does a new patient visit take." Generative engines quote pages that are structured like answers. Most practice websites aren't.
Review & reputation signals
Your real Google reviews marked up with AggregateRating schema and surfaced on-page — AI assistants weigh reputation signals when recommending providers. The markup makes your rating legible to the model, not just to a human reader.
AI citation monitoring
We probe ChatGPT, Perplexity, and Gemini on the queries that matter to your practice — "best [focus area] in [city]", "[condition] treatment near me" — and track whether you appear, what the AI says, and how it changes over time.
Classic SEO foundation
GEO doesn't replace SEO — AI engines read the same web Google does. Sitemaps, local SEO, Google Business Profile, page speed, and entity-consistent citations all feed the sources AI engines pull from. We run both.
We run the same playbook on our own brand.
- Our own llms.txt maps 100+ pages with question-to-answer routing for AI crawlers
- Entity disambiguation schema that keeps MedSiteAI distinct from near-name lookalikes
- Weekly AI-citation probes across ChatGPT, Perplexity, and Gemini on our key queries
- Real Google reviews marked up with Review + AggregateRating structured data
AI SEO questions, answered directly
These are the questions patients and practice owners actually ask — structured for AI engines to cite as answers.
What is AI SEO (GEO) for medical practices?
AI SEO — formally called generative engine optimization (GEO) or answer engine optimization (AEO) — is the practice of structuring your website and online presence so AI assistants like ChatGPT, Perplexity, Gemini, and Google AI Overviews recommend and cite your practice when patients ask questions. A chiropractor who ranked on Google page one for years can be completely invisible in an AI answer if the AI can't confidently identify and describe the practice. GEO closes that gap.
How is AI SEO different from regular SEO?
Regular SEO optimizes for ranked link lists — getting to the top of Google's ten blue links. AI SEO optimizes for the synthesized answer an AI gives: being the named provider, the cited source, or the quoted snippet. The two overlap because AI engines read the same web, but GEO adds signals classic SEO ignores: a machine-readable identity file (llms.txt), entity disambiguation schema, question-shaped answer pages, and citation monitoring. You need both. GEO is where the growth is as more patients shift to asking AI instead of scrolling links.
How do I get my practice recommended by ChatGPT?
ChatGPT recommends practices it can confidently identify and describe. That means: (1) Your practice has a machine-readable identity file (llms.txt) at the root of your site mapping who you are and what you treat. (2) Your site uses structured data — Organization, MedicalClinic, FAQ, and Review schema — so the AI reads your details accurately. (3) You have answer-shaped pages for the questions patients ask. (4) Your entity — practice name, address, phone, specialties — is consistent across your site, Google Business Profile, and key directories so the AI isn't confused by inconsistencies. We build and maintain all of these.
Do I still need SEO if I do GEO?
Yes. AI engines read the same web Google does — your organic rankings, page speed, backlinks, and local SEO all feed the sources an AI pulls from. GEO isn't a replacement; it's a layer on top of a solid SEO foundation. We run both: classic local SEO, Google Business Profile, and review growth are all part of the same service.
What does a GEO audit actually show me?
Before we change anything, we run the queries your patients actually ask — 'best [focus area] in [city]', '[condition] treatment near me', '[your practice name] — do they take [insurance]?' — across ChatGPT, Perplexity, and Gemini. We show you the raw answers: whether you appear, what the AI says about you (accurate or not), and where the gaps are. That audit is the starting point for every engagement.
What is llms.txt and why does my practice need one?
llms.txt is a plain-text file at the root of your website — similar in concept to robots.txt — that gives AI assistants and LLM crawlers a machine-readable map of who you are, what you do, and which pages answer which questions. It's optional: Google says its Search and AI features don't use llms.txt, and no engine requires it. We maintain it as a low-cost consistency artifact for systems that do read it — but the core GEO work is crawlability, accurate entity facts, structured data that matches the page, and answer-shaped content.
Is GEO only for practices that are invisible on Google?
No. Many practices that rank well on Google page one are invisible in AI answers because the two visibility systems use different signals. A strong Google ranking helps — AI engines weight authoritative sources — but it doesn't guarantee you appear in AI-generated answers, and ranking alone doesn't control what the AI says about you when it does cite you. GEO addresses the structure, identity, and answer-shape that AI citation depends on.
How long does it take to see results from GEO?
Indexing timelines for AI engines vary and aren't published the way Google's crawl schedule is — this is an honest limitation of the space, and no pickup window can be guaranteed. We track your AI-citation status over time so you can see the trajectory. We don't promise specific rankings, placements, or timelines; we commit to building and maintaining the right signals and to showing you the data.
Find out what AI engines say about your practice today
We run the queries your patients actually ask — across ChatGPT, Perplexity, and Gemini — and show you the raw answers before we change anything. The audit is free and takes about 20 minutes to walk through together.
We scope the engagement before you pay. No contracts. Month-to-month.