You influence AI descriptions through the sources you control
You do not lose control of your message to AI tools; you lose control when you leave the sources those tools draw from unmanaged. ChatGPT, Gemini, Perplexity, and Google AI Overviews assemble their answers from your website, your profile listings, published patient education content, and third-party review sites. If those sources are accurate and current, the AI summary tends to reflect them. If those sources are thin or outdated, the AI fills gaps with whatever it finds elsewhere, including competitor content or old aggregator data.
Why silence lets other sources define you
When an orthopedic practice does not publish clear, specific descriptions of its procedures and surgical philosophy, AI tools do not leave a blank space. They pull from whatever is available: old insurance directory listings, a review someone left three years ago, a hospital system's generic bio page, or a competitor's more detailed content that happens to rank for similar terms. The result is a description of your practice built from other people's words, not yours, and it may misstate the procedures you actually perform, your approach to nonsurgical alternatives, or your outcomes philosophy.
This matters more for elective orthopedic surgery than for many other specialties because prospective patients are actively comparing surgeons before they ever pick up the phone. They are asking AI tools questions like "what does recovery look like after a partial knee replacement" or "which local surgeons specialize in shoulder arthroscopy," and the AI's answer shapes which practices even make the shortlist. A practice with no direct, detailed input into that answer is relying entirely on secondhand and often stale sources to represent it.
The fix is not to argue with the AI or demand a correction from a single vendor. There is no single dashboard where you edit "what ChatGPT says about your practice." Instead, you influence the answer by making sure the sources feeding these tools are the most detailed, most current, and most specific accounts of your practice available online. When your own content is the clearest and most complete source, it tends to become the one AI tools lean on.
Publishing accurate procedure and philosophy content
Detailed, specific content about the procedures you perform and how you approach patient care gives AI tools accurate material to summarize, instead of forcing them to guess or borrow from generic sources. This means writing about your actual surgical volume in specific procedure categories, your criteria for recommending surgery versus conservative treatment, and your typical recovery guidance in plain language a prospective patient would use when asking an AI tool a question.
Generic pages that say a practice "provides comprehensive orthopedic care" give AI tools nothing specific to work with. Pages that describe, in plain language, how you decide between arthroscopic and open procedures, what your patients can expect in the first six weeks after a joint replacement, or how you handle revision surgery cases, give the AI concrete material that is harder to override with outside sources. The goal is not keyword density; it is genuine specificity that matches how patients actually phrase their questions.
This content also needs to live in more than one place. Your own website is the primary source, but patient education articles, procedure-specific pages, and surgeon bio pages that describe your training and outcomes philosophy in your own words all reinforce the same accurate picture. The more consistent and specific this content is across your site, the less room there is for an AI summary to default to outside information.
Correcting outdated information across profiles
Outdated listings on directories, insurance databases, and review platforms actively work against your own content, and AI tools cannot tell the difference between a listing you forgot to update and one that reflects your current practice. A profile that still lists a surgeon at a former practice location, references a procedure you no longer perform, or omits a specialty you added years ago gives AI tools conflicting signals, and conflicting signals often get resolved in favor of whichever source seems most authoritative to the model, not whichever is most accurate.
The practical fix is a direct audit of every place your practice appears: Google Business Profile, Healthgrades, Vitals, hospital system directories, insurance network listings, and any specialty-specific directories relevant to orthopedic surgery. Each of these needs the same current information: correct procedure list, correct locations, correct surgeon names and credentials, and a philosophy of care statement that matches what your website says. Inconsistency between these sources is one of the most common reasons an AI-generated summary contradicts what a practice actually offers.
This correction work is not a one-time cleanup. Practices add surgeons, retire procedures, open satellite locations, and change referral patterns, and every one of those changes needs to propagate across every listing, not just the practice's own website.
An ongoing accuracy routine
A single round of corrections will drift out of date without a recurring check, because directories and AI tools update on their own schedules and your practice details change over time. Set a recurring calendar reminder, monthly or quarterly depending on how often your practice changes, to revisit your website content, your top directory listings, and a spot check of what AI tools currently say about your practice when asked a direct question a patient might ask.
This routine does not need to be elaborate. Pick five or six of the questions a prospective patient is most likely to ask an AI tool about your practice, such as which procedures you specialize in or what your revision surgery experience looks like, and periodically ask those same questions yourself using ChatGPT, Gemini, and Perplexity. Compare what comes back to what you know is accurate today. Where there is a gap, trace it back to the source, whether that is a stale directory listing or a website page that needs updating, and fix it at the source rather than trying to argue with the AI's output directly.
How to verify progress on your own, without waiting on anyone's report
Check this yourself on a recurring schedule rather than relying on a summary from a vendor or staff member. Once a month, open ChatGPT, Gemini, and Perplexity and ask the same handful of direct questions a prospective patient would ask, such as "what orthopedic procedures does your practice name specialize in" or "what is your surgeon name's approach to knee replacement recovery." Read the answers in full. Then separately check your Google Business Profile, Healthgrades listing, and hospital directory entry for the same details: correct procedures, correct locations, correct credentials. If the AI answers and your own listings match what you know to be true today, the sources are doing their job. If they diverge, note exactly where and update that specific source directly rather than waiting for the next scheduled review.