01
“Best dermatologist in [city] for adult acne”
Condition-specific; AI picks 3–5 practitioners by name
AEO for Healthcare services
Your patients are asking AI which doctor to see. What is it telling them?
When someone asks ChatGPT “best orthopaedic surgeon in Singapore” or “top fertility clinics in Southeast Asia,” the AI generates a curated recommendation — not a list of ads. If your practice isn't in that answer, you're losing patients to providers who are.
Get your healthcare services AI visibility snapshotThe opportunity
Patients trust AI recommendations. Most practices aren't prepared.
Healthcare providers have traditionally relied on referrals, Google Ads, and directory listings. But patient behaviour is shifting: instead of searching “dermatologist near me,” patients are asking AI assistants for personalised recommendations.
AI models prioritise structured clinical authority — practitioner credentials, published research, hospital affiliations, and clear treatment information. Practices with strong structured content get cited. Practices with thin websites and PDF brochures don't.
The practices and hospital groups that establish AI visibility now will shape patient choice for years.
The queries that matter
What your audience is asking AI
These are high-intent moments where an AI-generated answer can shape the shortlist before a buyer ever reaches your website.
02
“Top fertility clinics in Southeast Asia — success rates”
Data-driven; AI surfaces practices with published outcomes
03
“Compare [Clinic A] vs [Clinic B] for laser treatment”
Head-to-head; AI uses structured differentiators
04
“How much does knee replacement surgery cost in Singapore?”
Transparency query; practices with clear information get cited
05
“Which hospital is best for cardiac surgery in [country]?”
High-stakes decision; AI weighs credentials heavily
06
“Is Dr [Name] good? Patient reviews”
Trust validation; AI aggregates multi-source reputation
07
“Best paediatricians near [neighbourhood]”
Local + speciality; structured location data matters
08
“What specialists does [Hospital] have for back pain?”
Referral query; practitioner directory optimisation
Built for specialists
Who this is for
- Specialist medical practices
- Private hospital groups and medical centres
- Healthtech companies
- Medical device companies
- Wellness and integrative medicine practices
- Medical tourism operators
Our methodology
How we work
- 1
Discover
A healthcare-specific library of 200+ patient and referrer queries, organised by condition, procedure, speciality, and geography.
- 2
Benchmark
Using limy.ai, we assess practice- and practitioner-level visibility across four major AI platforms against up to 10 competitors.
- 3
Optimise
Practitioner profiles with medical schema, condition and treatment pages, FAQs, and compliance-aware authority building.
- 4
Monitor
Citation tracking at practice and practitioner level, competitive displacement, and flags on inaccurate AI answers.
Find out how visible your practice is when patients ask AI.
Our free AI Visibility Snapshot tests your practice across 10 key patient queries in ChatGPT, Gemini, and Perplexity — and shows you which providers are getting recommended instead.