Two audiences, one entity
AI visibility for specialist surgery
A surgeon is found by referring GPs and by patients researching their condition. Different searches, both now running through AI, both rewarding a properly published practitioner entity.
Proof
Verified, not estimated.
3 of 3
Major AI assistants that recommend him for shoulder surgery on the Sunshine Coast, ChatGPT, Claude and Gemini
An orthopaedic surgeon, Sunshine Coast
Read the case study →1st
Named first by Claude and by Gemini, in every answer where they named a surgeon
An orthopaedic surgeon, Sunshine Coast
Read the case study →What patients are asking
The questions that decide who gets booked
These are the shapes of question an AI engine answers by naming two or three practices. Each one is a place you are either in the answer or absent from it.
- best knee replacement surgeon
- shoulder specialist near me
- rotator cuff surgery recovery
- hip replacement surgeon private
- carpal tunnel surgery cost
- orthopaedic surgeon accepting referrals
What makes this sector different
The problems specific to specialist surgery
- 01
The surgeon and the group are separate entities
Most specialists appear under a group practice with no individual entity of their own. The group gets whatever visibility exists and the surgeon, whose name and fellowship is what a patient searches, does not exist as a distinct thing a model can name.
- 02
Subspecialty is everything and it is rarely published
Hip and knee is a different practice to shoulder and elbow. Patients and referrers search the subspecialty, not orthopaedics. A page listing every joint reads as a generalist and gets named for none of them.
- 03
Credentials sit in a PDF or a paragraph
Fellowships, training, publications and hospital appointments are the substance of a specialist's authority, and they are almost always published as prose a model has to parse rather than as facts it can use.
A specialist is a person, not a page
Patients search for a surgeon by name and by procedure. Referrers search by subspecialty and by availability. Neither is well served by a group practice page that lists eleven surgeons and every joint in the body.
The work here is entity work. Publishing the surgeon as an identifiable person with a fellowship, a subspecialty, named procedures, hospital appointments and a referral pathway, so a model can answer a question about knee arthroplasty in a specific city with a specific name.
Authority is the whole asset
For a specialist, credentials are not marketing. They are the substance of the answer. Publications with working identifiers, fellowships, appointments and teaching positions are exactly the signals an engine uses to decide whether naming you is safe.
We publish those as facts rather than prose, and we verify them. On one recent build we checked every publication against Crossref and found three citations that did not resolve.
Compliance for this sector
Surgeons are regulated under AHPRA's National Law. Section 133 applies nationally; in Queensland complaints go through the Office of the Health Ombudsman as well. Testimonials are prohibited in advertising, and rating or review markup must not be attached to a practitioner entity. We deliberately omit aggregate ratings from surgeon schema for this reason, even where reviews exist.
How we keep every page compliant →Go deeper
The full answer, written for specialist surgery
Answers
Specialist surgery, answered
Should the surgeon have their own website separate from the group?
Not necessarily a separate website, but definitely a separate entity. A surgeon needs to exist as an identifiable person with a subspecialty, fellowships, hospital appointments and procedures, whether that lives on a personal site or as a properly structured profile inside the group. What does not work is a name on a team page.
Do referring GPs actually use AI to choose a specialist?
Increasingly, yes, particularly for subspecialty matching and for finding someone accepting referrals in a given area. It is also worth remembering that the patient often arrives at the consultation having already researched the surgeon by name, and what AI says about you is now part of that.
Why do you not add review stars to surgeon profiles?
Because section 133 of the National Law, which applies in every state including Queensland, prohibits using testimonials in advertising a regulated health service, and rating markup on a practitioner entity is a real risk under it. We treat that as the national standard for surgeons rather than something to test. Reviews still help through your Google Business Profile, which is a different surface.
How long does this take for a specialist practice?
Specialists usually move faster than general practice, because the competitive set is smaller and the queries are more specific. For a clearly defined subspecialty, the first appearances in our work have often come within one to two months of the work going live, though that is not guaranteed.
Find out what AI says about your practice
We run your practice against every major AI engine and show you exactly where you stand, and who is being named instead of you. No charge, no lock-in.