Can you trust what AI says about your healthcare practice, and how to fix errors
AI tools like ChatGPT, Gemini, Perplexity, and Google's AI Overviews are only as accurate as the sources they pull from, and those sources are frequently outdated directory listings, old website pages, or inconsistent business profiles. When a practice's hours, services, or address haven't been updated everywhere they appear online, the AI can confidently repeat the wrong information to a patient who is trying to decide whether to call or walk in. Fixing this means correcting the underlying data, not the AI itself.
Where wrong hours, services, or locations come from
Wrong answers about a healthcare practice almost always trace back to mismatched information across the internet, not a flaw in the AI system itself. Old directory listings, an outdated Google Business Profile, a former address still indexed somewhere, or a website page that never got updated after a schedule change all feed into what these tools learn and repeat. AI models pull from whatever version of your practice appears most often and most recently across the web.
If your practice moved locations two years ago but a health directory or insurance network page still lists the old address, that outdated listing can outrank your current one in the sources an AI tool references. The same happens with hours: a holiday schedule change that never made it past your homepage, or a service you no longer offer that's still listed on a third-party site, becomes the answer a patient hears when they ask an AI assistant "does this clinic take walk-ins" or "is this practice open on Saturdays."
How to correct the underlying sources
Correcting AI errors about your practice starts with updating every public listing where your practice's name, address, phone number, hours, and services appear, not just your own website. This includes your Google Business Profile, Bing Places, Apple Maps, health-specific directories, insurance network listings, and any local chamber or association pages. Each inconsistency is a chance for an AI tool to pick the wrong version.
Start with the profiles that carry the most weight: your Google Business Profile and your website's contact or location page. Make sure the hours, phone number, address, and list of services match exactly, down to formatting. Then work through secondary listings: health directories, insurance provider networks, review sites, and any local business associations your practice belongs to. If a listing is outdated and you don't control it directly, most directories have a claim or edit process, and insurance networks typically have a provider update form.
For services specifically, make sure your website clearly states what you offer in plain language patients would search for, rather than only clinical terminology. An AI tool answering "does this practice treat X" needs to find that answer stated clearly on a page it can access, not buried in a PDF or a scanned form.
Why consistent information reduces errors
Consistent information across every online listing is the single biggest factor in whether AI tools describe your healthcare practice correctly. When your name, address, phone number, hours, and services match everywhere they appear, there's no conflicting version for an AI system to mistakenly choose. When they don't match, the AI has to guess which source is current, and it often guesses wrong.
This matters more for healthcare practices than for many other local businesses because patients often ask time-sensitive or logistical questions before booking: whether you're accepting new patients, whether a specific insurance is accepted, whether same-day appointments are available. A wrong answer at that stage doesn't just create confusion, it can send a patient to a competitor's practice instead, simply because that competitor's listing was accurate and easy for the AI to confirm.
Rechecking after you make changes
Fixing outdated listings is not a one-time task, because AI tools refresh their sources on their own schedules and directories can revert or resurface old information. After updating your practice's profiles and pages, check back periodically by asking the AI tools directly: ask ChatGPT, Gemini, or Perplexity what your practice's hours are, what services you offer, and where you're located. Compare the answers to what's actually accurate.
If an AI tool still gives an outdated answer weeks after you've corrected the source, check whether the specific directory or listing it's likely pulling from has actually processed your update. Some directories take time to reflect edits, and some AI tools cache information for a period before refreshing. Rechecking on a regular basis, especially after any change to your hours, location, or services, is the only way to catch a new error before it reaches a patient.
What a wrong answer costs you, and what it looks like in real time
A patient searching for care in your area types a question into an AI assistant: "Which pediatric clinic near me is accepting new patients this week?" The assistant answers confidently, but instead of naming your practice, it names the clinic two miles away, because that clinic's Google Business Profile, website, and directory listings were consistent and current while yours had an outdated hours listing from a directory nobody at your practice remembered signing up for. The patient never sees your name. They call the competitor, book the appointment, and your practice loses a patient who never knew you existed as an option.
This is happening right now, every day, across every kind of local healthcare practice, as more patients skip the search engine results page entirely and ask an AI assistant directly. The practices that show up accurately are the ones whose information was consistent enough for the AI to trust. The ones that don't show up, or show up with the wrong hours or address, are the ones losing that patient before the first phone call ever happens.