Patients ask Gemini or Perplexity a direct question, such as "who are well-reviewed colorectal surgeons near me for a colonoscopy consult," and the engine returns a short list built from your website, review profiles, and health directories, plus a plain-language summary of what each practice specializes in. The patient then narrows that list inside the same conversation by asking follow-up questions about wait times, insurance, or specific procedures, rarely leaving the chat to browse individual websites first. Whether your practice appears at all depends on how clearly your online presence answers those questions before they're even asked.
Why Perplexity shows citations and what that means for you
Perplexity answers questions with numbered citations linking to the sources it pulled from, so a patient asking about colorectal surgeons can see exactly which pages informed the answer and click through to verify. This means your practice's own website, a hospital bio page, or a review platform listing is doing the persuading, not just an algorithm's summary. If your site lacks clear, specific procedure and credential information, Perplexity has less to cite, and a competitor's page fills that gap instead.
Citations reward specificity. A page that states which procedures a surgeon performs, what conditions they treat, and what board certifications they hold gives Perplexity concrete text to quote and link. Vague "about us" language that never names a procedure or credential gives the engine nothing to pull from, so it moves on to a source that does.
How Gemini ties into local business information
Gemini draws on Google's index of business listings, reviews, and website content when a patient asks for recommendations, which means the accuracy and completeness of your Google Business Profile and website details directly shape whether you appear in its answer. A profile with an outdated phone number, missing hours, or no description of specific colorectal procedures gives Gemini incomplete information to work with, and incomplete information rarely makes it into a shortlist.
Gemini also tends to reflect what is consistently repeated across a business's online presence. If your website, directory listings, and review responses all describe the same specialties and service area, Gemini has a coherent picture to summarize. If those sources contradict each other, or if key details only exist in one place, the engine defaults to whatever source seems most complete, which may not be yours.
The patient's comparison stage inside the chat
Once a patient has an initial list of colorectal surgeons from Gemini or Perplexity, the comparison happens through follow-up questions asked directly in the same conversation, such as which surgeon has more experience with a specific procedure, which accepts a certain insurance, or which has more recent patient reviews. This back-and-forth replaces the old pattern of opening multiple browser tabs to compare practices side by side. The practice with clearer, more specific answers already published online tends to survive more rounds of this comparison.
This stage matters because it is where a patient narrows three or four names down to one or two they will actually call. A practice that only appears in the first, broad answer but has nothing distinctive for the engine to surface in follow-up questions can get dropped just as easily as it appeared. Detailed, procedure-specific content on your site gives these engines something to draw on when the patient asks a sharper question.
Earning a place on the shortlist
Earning a place on a Gemini or Perplexity shortlist comes down to giving both engines specific, consistent, and current information to work with: named procedures, credentials, service areas, and patient feedback that all match across your website, directory listings, and profiles. Practices that publish generic descriptions or let listings go stale give these engines less to work with, and less to work with means fewer chances of being the answer a patient reads first.
The most reliable way to earn that place is to treat your website and listings as the primary source material these engines pull from, rather than as a formality. That means naming the specific conditions and procedures you treat, keeping credentials and affiliations current, and making sure your Google Business Profile, website, and any directory listings say the same thing about your hours, location, and specialties. Consistency across sources is what lets an AI engine build a confident, specific answer instead of a vague one.
How to check your own progress without waiting on anyone's report
You can verify how your practice appears in these engines yourself, on a regular basis, without depending on a third-party summary. Open Gemini and Perplexity directly and ask the kinds of questions a prospective patient would ask, such as "who are colorectal surgeons in your city who treat your a specific condition," and read the actual answer, including which sources it cites. Check whether your practice appears, whether the details are accurate, and whether the description matches what you actually offer.
Do this monthly at minimum, and again after any change to your website, Google Business Profile, or credentials, since those changes take time to be reflected in AI-generated answers. Compare what you find across both engines rather than just one, since Gemini and Perplexity draw on different sources and may surface different results. If your practice is missing, outdated, or described inaccurately, that is your signal to update the underlying website and listing information directly, then check again after a few weeks to see whether the answer has changed.