GEO & AI Search for Clinics
When a patient asks ChatGPT which clinic to see, your clinic should be in the answer. We make clinics findable, quotable and recommendable by AI.
Trusted by
What is GEO for clinics?
GEO (generative engine optimisation) is the work of making your clinic a source that AI assistants find, trust and cite when patients ask them health and clinic questions.
Where SEO aims for a position in a list of links, GEO aims for a place inside the answer itself.
Ask ChatGPT "which clinic in Tampines does wisdom tooth surgery?" and it doesn't show ten blue links. It searches, reads a handful of pages, and writes a short answer that names a few clinics and links to its sources.
If your clinic's details are missing, vague or contradictory across the web, you are unlikely to be one of them.
- The facts AI reads. Your name, doctors, services, locations and hours.
- The pages it quotes. Service, condition and doctor pages on your own site.
- What others say. Directories, publications and other websites that mention you.
- Accuracy. An answer that gets your specialist's qualifications or treatment scope wrong is a problem, not just a missed lead.
Why AI search matters for Singapore clinics
Patients here research carefully before they book, and many start with a question rather than a clinic name. More of those questions now go to AI assistants, or get answered by an AI summary at the top of Google.
Fewer clicks reach you
If the answer is written on the results page, the patient may only visit the clinics it names.
AI shortlists are short
An assistant usually names a few options, not a page of ten. Missing from that shortlist is closer to invisible than ranking on page two.
AI repeats what it finds
An old directory listing with the wrong address, or a forum post that misdescribes your services, can be passed on to patients as fact.
Health favours trusted sources
Major platforms tend to favour sources that look established and accurate. Clear, factual, well-structured information wins, which is also what Singapore's advertising rules ask for.
How does each AI platform choose its sources?
Each assistant finds and weighs sources differently, and the companies behind them publish only part of how it works. This is what is publicly documented. We re-check it regularly because the platforms change often.
ChatGPT
Search draws on an index built partly by OpenAI's OAI-SearchBot crawler, plus third-party providers. OpenAI says sites blocking OAI-SearchBot won't appear as sources. GPTBot is a separate training crawler.
What we do: Don't block OAI-SearchBot in robots.txt or your firewall. Keep key facts in plain HTML text, not images or PDFs, and answer the question in the first few sentences.
Google AI Overviews and AI Mode
Both draw on Google's own search index. Google says no special markup is needed: a page must be indexed and eligible for a snippet. Local answers also lean on Business Profile and Maps data.
What we do: Treat it as SEO done properly. Get the right pages indexed, keep every branch's Google Business Profile complete, and use clear headings so one passage can stand alone.
Gemini
Can ground answers in Google Search and, for place questions, Google Maps. The Google-Extended robots.txt control governs use for Gemini training and grounding; it doesn't affect ordinary Google Search.
What we do: Build the same foundations as Google search, and make a deliberate decision on Google-Extended. If you want Gemini to use your pages, don't block it.
Perplexity
Runs its own crawler, PerplexityBot, and shows numbered citations inline. Because sources are so visible, it tends to reward pages that state facts plainly and are easy to quote.
What we do: Allow PerplexityBot. Write condition and treatment pages with short, self-contained paragraphs, clear definitions, and dated, reviewed content.
Claude
Searches the web when a user enables it and cites its sources. Anthropic lists Claude-SearchBot for search, Claude-User for user requests and ClaudeBot for training, but doesn't publish full selection detail.
What we do: Allow the search and user-request crawlers, and keep facts accurate, consistent and directly answered. We use Claude in our own delivery, so we test it alongside the others.
Microsoft Copilot
Built on Bing, so its web answers draw on Bing's index. Many clinics have never checked how Bing sees their site, leaving gaps that Google-only work doesn't reveal.
What we do: Verify your site in Bing Webmaster Tools, submit your sitemap, consider IndexNow for faster updates, and claim Bing Places so location details match Google.
How TMC approaches GEO
Five parts, none of them tricks. They are the things that make a clinic easy for an AI system to understand, trust and quote.
1. Entity consistency
AI builds a picture of your clinic from many sources, so the facts need to match everywhere.
- Identical name, address, phone, doctors, specialties and hours
- Aligned across your site, Google Business Profile, Bing Places, directories and social
- Old listings that contradict them found and fixed
2. Answer-ready content
Pages that answer a real patient question clearly near the top, then give detail.
- Each section makes sense if an assistant lifts it out of context
- Doctor profiles state qualifications and registered specialty accurately
3. Structured data and llms.txt
Machine-readable facts about your clinic, plus a summary file for AI systems.
- Schema for your clinic, physicians, services and FAQs
- llms.txt is a proposed convention, not a confirmed ranking signal
- We treat llms.txt as low-cost housekeeping, not a strategy
4. Third-party citations
Assistants often trust what others say about you more than what you say about yourself.
- Accurate listings in reputable directories
- Mentions in health publications and profiles with professional bodies
- All within what Singapore's rules allow
5. Measurement with a fixed question panel
The questions your patients actually ask, run across every major assistant each month.
- ChatGPT, AI Overviews and AI Mode, Gemini, Perplexity, Claude and Copilot
- Record who gets named and cited
- Same panel every month, so changes are comparable
AI repeats what your site says
An AI assistant does not know Singapore's healthcare advertising rules. It summarises what it reads. If your site claims to be "the leading" clinic or quotes a glowing review, an assistant may repeat that, and the source is still your site.
Clinic websites fall under the Healthcare Services (Advertisement) Regulations 2021. The SMC Ethical Code adds rules on how doctors describe themselves, including the title "specialist".
So our GEO content is factual by design: what a condition is, what a treatment involves, who it may suit, what to expect, and who your doctors are.
- No testimonials, reviews or ratings, and no before-and-after images.
- No superlatives, comparative claims, inducements or promised outcomes.
- "Specialist" used only where the doctor is registered in that specialty.
The takeaway
Factual content is what AI finds easiest to quote, and it keeps what AI repeats within the rules. We can't control third-party sites or the AI itself, but we make your source material accurate and flag errors we find elsewhere.
How do GEO and SEO relate?
GEO is not a replacement for SEO. Most AI assistants search the web before they answer, and the pages they find are largely those that already rank. We run the two together; without SEO foundations, we usually start there.
What results look like, and how we measure them
GEO results are less tidy than a ranking report, and we'd rather be honest about that than promise a number.
AI answers vary. The same question asked twice can name different clinics, and platforms change without notice. No agency can guarantee an assistant will recommend your clinic.
There is no fixed timeline. Fixing a blocked crawler or a wrong address can show once platforms re-crawl; building trust through citations and content takes longer and depends on your specialty and competition.
- Mentions. How often your clinic is named or cited, per platform, against the previous month.
- Competitors. Who appears for the same questions, and which sources the assistants cite for them.
- Accuracy. Whether the facts stated about your clinic are correct, and errors we're fixing.
- Visits and enquiries. AI referral visits analytics can identify, noting many AI-influenced visits arrive without a clear referrer.
The takeaway
The aim is a trend you can see over months, tied back to the work done, rather than a single screenshot.
Every retainer delivers
- AI visibility audit: what ChatGPT, Gemini, Perplexity and AI Overviews say about your clinic and competitors today
- Entity setup so AI identifies your clinic, doctors and services correctly
- Answer-ready content: clear, factual passages AI can quote
- Structured data and llms.txt for your site
- Citations on the sources AI draws from: directories, health publications, Google Business Profile
- Monthly AI answer tracking across a fixed set of patient questions
Diagnose · Prescribe · Treat · Monitor
Diagnose
Ask the AI assistants the questions your patients ask. Record who gets recommended and why.
Prescribe
Fix the gaps: missing facts, weak sources, content AI can't quote.
Treat
Entity, content, schema and citation work across your site and the wider web.
Monitor
Re-run the same questions monthly and report share of AI answers.
Three things that set us apart
AI-enabled agency
We use AI throughout our own delivery and are part of the Claude Partner Network. We know how these systems read the web.
Measured, not guessed
A fixed panel of patient questions, re-run every month, so you see AI visibility change over time.
Compliant answers
AI repeats what your site says. We keep it factual so what AI repeats stays within HCSA rules.
How GEO differs by specialty
Patients search differently for each specialty, so the work changes too. A few examples:
Colorectal Surgery
Patients often ask AI private questions they would rather not type into a search bar with others around, like "is blood in my stool serious?" or "do I need surgery for piles?". Assistants answer these from calm, clearly written condition pages, so the clinic needs factual explanations of symptoms and when to see a specialist, plus clear information on which insurance panels and Integrated Shield plans the surgeon is on.
Paediatrics
Parents ask AI urgent, practical questions: "is a 39°C fever in a toddler an emergency?", "which paediatric clinic near Punggol is open on Sunday?". The clinic needs accurate opening hours and locations everywhere they appear, and plain guidance pages on common childhood conditions that make clear when to come in and when to go to A&E.
Aesthetic Clinics
Questions here are about procedures and suitability: "Pico laser vs Q-switch for pigmentation", "how long does downtime last after HIFU?". AI answers draw on pages that explain what each treatment involves, its risks and recovery, so the clinic needs factual treatment pages with the doctor's credentials, and no before-and-after images or results promises that the rules prohibit and AI would repeat.
TCM Clinics
Patients ask AI whether TCM can help with a specific concern, such as "does acupuncture help with IVF?" or "TCM for eczema in Singapore", and often search in both English and Chinese. The clinic needs measured pages on the conditions it sees, the physicians' TCM Practitioners Board registration, and consistent clinic details in both languages so assistants can match the right clinic to the question.
Specialists
Care
Common questions about GEO
What is GEO?+
Generative engine optimisation: making your clinic a source that AI assistants such as ChatGPT, Gemini, Perplexity, Claude, Copilot and Google AI Overviews find, trust and cite. It builds on SEO but aims for a place in the answer, not just a ranking.
Is GEO different from SEO?+
It overlaps heavily. AI assistants usually search the web first, so pages that rank well are more likely to be cited. GEO adds work on consistent facts across the web, passages that can be quoted on their own, and tracking what each assistant actually says.
Do I need SEO as well?+
Usually yes. If search engines cannot crawl and index your site properly, AI assistants that rely on those indexes will struggle to cite it. GEO works best on top of a sound SEO foundation.
Can you guarantee ChatGPT will recommend my clinic?+
No one can. AI answers vary between runs, change as the platforms update, and are not paid placements. What we can do is make your clinic's information clear, consistent and well sourced, and measure how often you appear.
Which AI platforms do you track?+
ChatGPT, Google AI Overviews and AI Mode, Gemini, Perplexity, Claude and Microsoft Copilot. We run the same panel of patient questions on each every month.
How do you measure AI visibility?+
We agree a fixed set of questions your patients ask, run them across each platform monthly, and record whether your clinic is named or cited, what is said about it, and which competitors and sources appear. We also track AI referral visits where analytics can identify them.
Should I block AI crawlers on my website?+
That is your decision, but blocking the search crawlers (such as OAI-SearchBot, PerplexityBot or Claude-SearchBot) generally stops those assistants citing your pages. Training crawlers are separate and can be handled differently. We review your robots.txt and firewall settings as part of the audit.
What if an AI assistant says something wrong about my clinic?+
We trace where the error likely comes from, usually an outdated listing or an unclear page, and correct the source. You cannot edit an AI answer directly, so fixing the underlying information and reinforcing it across trusted sites is the practical route.
Do Singapore's advertising rules apply to GEO content?+
Yes. Your website and online content fall under the Healthcare Services (Advertisement) Regulations 2021, and AI will repeat what it finds there. We keep content factual, with no testimonials, reviews or ratings, before-and-after images, superlatives, inducements or outcome promises, and use specialist titles only as SMC registration allows.
What is the Claude Partner Network?+
Anthropic's network of partners working with its Claude AI models. We are part of it and use Claude in our own research, content and reporting workflows.
Free consult.
No commitment.
30 minutes. We'll review where your clinic currently is, and what we'd do first.
No contracts. No hard sell. Just honest advice from healthcare marketing specialists.