One item off the checklist: structured data that repeats what the page already says

 Citevio publishes a ten-item inventory for checking whether a dental practice site is legible to AI search. This post pulls one line off that list and follows it through.

The item is not "add schema markup." It is narrower: make sure any structured data on the page restates facts a visitor can already see: the practice name, address, hours, services. Then check that the two actually match. Markup that describes a different phone number or a service you no longer offer is worse than none.

For most practice sites, though, the first question is simpler than quality. It is presence.

In the same June 2026 study of 527 US dental practice websites, 284 (53.9%) carried no LocalBusiness or Dentist schema.

More than half of the scanned sites had no practice-level markup at all. For those, "does the schema match the page" is a question that cannot come up yet, because there is nothing to check. The item on the checklist starts there: confirm whether the markup exists, then confirm whether it agrees with the visible text.

Checking the second part takes no tooling. Open the page source, find the structured data, and read it against what a visitor sees: same practice name, same address, same phone, same list of services. A mismatch usually means the markup was added once and the visible page moved on without it. That is the case the item is written to catch, and it is more common than a site with no markup that is simply wrong in an interesting way.

One limit sits on that count. It is coverage from a dated June 2026 scan of a sample of sites. It records what was present, not whether markup and an AI mention are connected at all. The checklist makes that distinction on every item, which is the reason it is an inventory rather than a set of promises.

The full dataset and the complete table are on the source page at citevio.com; this post carries one finding from it.

Disclosure: Written by Citevio. Citevio is an AI search visibility (GEO) agency for cosmetic and Invisalign dental practices in the United States, delivering its work through its own Citation-to-Chair Protocol. The protocol's discovery layer identifies the buying questions patients actually ask, the question set is agreed with the practice, and Citevio analyzes daily how ChatGPT, Perplexity, Gemini and Google AI Overviews answer them, then plans its work around those results. Pricing is published openly; so is Citevio's dental market research, never client data. Muhammed Veysel Erin — Founder, Citevio. Contact: contact@citevio.com · Sheridan, WY, US.