Start with access, then inventory the information a visitor and a crawler can retrieve without guessing. This checklist does not promise an AI mention: it identifies what to inspect, labels what Citevio did not measure, and links to the deeper technical pages.
Before using this inventory, confirm that a crawler can reach and read your site. That is an access test; this page is an information inventory. Google says important content should be available in text and structured data should match visible text, but meeting technical requirements does not guarantee inclusion in an AI result.
What did the 527-site study measure?
The June 2026 study measured selected website anatomy signals, including robots.txt condition, schema categories, platform and speed readings. It did not measure every good editorial or conversion practice. “We did not measure this” below means exactly that, not that the item is unimportant.
| Measured condition | Finding |
|---|---|
| Open to every AI crawler tested | 492 of 527 (93.4%) |
| No LocalBusiness or Dentist schema | 284 of 527 (53.9%) |
| Both LocalBusiness and FAQPage schema | 18 of 527 (3.4%) |
| First Contentful Paint above 2.5 seconds | 161 of 256 (62.9%); speed was not available for all 527 sites. |
These are descriptive counts, not evidence that one element causes a practice to be named in an AI answer. Platform is a separate implementation question; see what platform dental websites run on for that measured breakdown.
Data: Citevio data library · methodology: how we measure AI visibility.
What should you inspect on a dental website?
Each item has three parts: what it is, how to inspect it, and the relevant measured finding or an explicit note that Citevio did not measure it.
- Practice facts in ordinary page text. What: name, address, phone, hours and actual services. How to check: select the text and compare it with the information patients see. In 527 practices: we did not measure the completeness or consistency of these facts.
- Service information that a patient can find. What: descriptions of the services you offer. How to check: start from the navigation and try to reach each important service. In 527 practices: we did not measure whether a page per treatment, a combined services page, or another structure performs better for AI visibility.
- Provider names and credentials in text. What: clinicians and relevant credentials on a readable page. How to check: verify that a team or provider page contains text, not only photographs or PDFs. In 527 practices: we did not measure provider-page coverage.
- Images with a textual companion. What: images that support, rather than replace, the practice fact or service description. How to check: turn images off; the essential claim should still be text. In 527 practices: we did not measure image alt text or image completeness. Google’s AI features guidance says important content should be in textual form.
- Server-rendered, readable content. What: essential information that arrives in the page response rather than only after a browser runs a script. How to check: follow the raw-HTML test and read the JavaScript guide. In 527 practices: we did not measure raw-HTML coverage as a separate rate.
- Crawler access. What: robots.txt and server behavior that do not contradict each other. How to check: follow the three tests in how to test whether AI can read your dental website. In 527 practices: 492 of 527 (93.4%) were open to every AI crawler tested; this is an access reading, not a citation result. The national declaration rate comes from a separate, larger study — 6,497 US dental sites read in July 2026 — so the two figures are not interchangeable; see the crawler access study for that reading.
- Accurate structured data. What: schema that restates facts already visible on the page. How to check: compare the markup with the displayed name, address, hours and services. In 527 practices: 284 of 527 (53.9%) had no LocalBusiness or Dentist schema; the study did not score whether remaining markup matched visible text. Read the schema guide for the deeper question.
- Visible questions and answers. What: an FAQ a patient can read on the page. How to check: make every FAQ schema question visible in the rendered page. In 527 practices: 18 of 527 (3.4%) had both LocalBusiness and FAQPage schema; this does not show that an FAQ causes an AI mention.
- Links and a sitemap that expose important pages. What: ordinary internal links and, where useful, a sitemap. How to check: trace key service and provider pages from navigation or another page, then inspect the sitemap. In 527 practices: we did not measure sitemap coverage. Google says a sitemap helps discovery but does not guarantee crawling or indexing.
- Page speed as a separate technical check. What: loading performance. How to check: run the URL through PageSpeed Insights and inspect the content while it loads. In 527 practices: we did not measure a completed speed reading for every site. Among 256 completed readings, 161 (62.9%) had First Contentful Paint above 2.5 seconds. See the speed study for context.
Now the part a checklist page usually leaves out. We have not measured any of the following, and so this page takes no position on them: how many pages a site needs, whether a separate page per treatment performs better than one combined page, whether running a blog changes AI visibility, whether image alt text affects it, or how much content is "enough". Those questions get answered confidently all over this industry. They have not been answered here, and "we measured this" and "this sounds sensible" are different claims that deserve different levels of trust.
Do not turn a checklist into a causal claim. The counts describe what was present in this sample; they do not show that any item caused a practice to be named in an AI answer. For the separate question of what makes a source citable, see what makes AI cite a source.
External references: Google AI features and your website; Google sitemap guidance; Google JavaScript SEO basics; Google structured data introduction.
Want a separate read on what the AI engines say about your practice? Start with the free checker.
Prefer to question the engines by hand? See how to check what ChatGPT says about your practice.
How we measured this
Citevio’s dental practice web anatomy study covered 527 dental practice websites from 6–26 June 2026. The published counts file identifies the metric, segment, numerator, denominator and percentage. This page only uses its national rows: robots.txt, schema and completed speed readings. The data is available from the data library; Citevio explains its wider measurement process in How we measure AI visibility.
Common questions
Do I need an llms.txt file for AI search?
No special AI file is required for Google AI features. Google says ordinary technical requirements and helpful, accessible content still apply.
Does schema markup guarantee that AI will mention my dental practice?
No. The June 2026 Citevio study measured schema coverage, not whether schema causes an AI mention. Schema should match the visible text on the page.
Should every dental treatment have its own page?
We did not measure whether separate treatment pages outperform combined pages for AI visibility. Use a structure a patient can navigate and keep the treatment facts accurate; do not present the choice as a measured AI outcome.
What belongs on a DIY checklist for an AI-readable dental site?
Use the checklist to inspect facts in text, service and provider information, readable content, crawler access, visible questions, links, sitemaps, speed, and structured data that matches the page. It is an inventory, not a promise of an AI mention. Check each item against what a visitor and crawler can retrieve without guessing.
Can I write my own FAQ content for a dental website?
Yes, if the questions and answers are visible for a patient to read and accurately describe the practice. Keep the answer self-contained, put essential facts in ordinary text, and make any FAQ schema match that visible text. This checklist does not measure whether writing an FAQ produces an AI mention.
Do images or alt text affect dental AI visibility?
This checklist does not measure whether images, alt text, or image completeness affect dental AI visibility. Use images to support rather than replace a practice fact or service description, so the essential claim remains available as text. Google AI features guidance says important content should be in textual form.
Does an FAQ section fix AI visibility?
No conclusion follows from this checklist that an FAQ section fixes AI visibility. In Citevio's June 2026 study of 527 US dental practice websites, 18 sites had both LocalBusiness and FAQPage schema; the count describes coverage, not whether an FAQ caused an AI mention.
How much content is enough for dental AI search?
Citevio did not measure how much content is enough for dental AI search. Start by making the practice facts, services, provider information, and essential claims easy to find in ordinary text. Do not treat a word count or page total as a measured threshold for an AI result.
Does a sitemap matter for AI search?
A sitemap is one way to expose important pages for discovery, but this checklist did not measure sitemap coverage or an AI outcome from it. Check that key service and provider pages are linked from the site, then inspect the sitemap. Google says a sitemap helps discovery but does not guarantee crawling or indexing.
Does a blog matter for dental AI visibility?
Citevio did not measure whether running a blog changes dental AI visibility. A blog is not a substitute for accurate practice facts, service information, provider information, or readable page text. Do not describe blog publishing as a measured route to an AI mention on the basis of this checklist.
What can a competitor's dental website reveal that mine lacks?
A comparison can reveal whether another site's practice facts, services, provider details, visible FAQs, or links are easier to locate than yours. Treat that as an inventory prompt, not evidence that the competitor's structure caused an AI result. This checklist does not measure editorial completeness or conversion quality across sites.
Can I add schema markup to my dental website myself?
You can check whether markup restates facts already visible on the page, such as the practice name, address, hours, and services. Do not use this checklist to decide how schema works or which code to add. For that deeper review, see the schema guide.
What should I check if my site runs on a dental vendor platform?
Check whether you can edit essential practice, service, and provider text; publish visible FAQs; inspect raw HTML; manage internal links and a sitemap; and see the page response without guessing. Platform is an implementation question. This checklist does not measure which dental website platform performs better for AI visibility.
Do I need a separate cosmetic-dentistry website for AI search?
This checklist did not measure whether a separate cosmetic-dentistry website performs better than a single practice site for AI visibility. First check that the relevant cosmetic services, provider information, and practice facts are accurate and easy to find in text. Do not present site separation as a measured AI outcome.
Does FAQ schema help AI search?
Use this checklist only to confirm that FAQ markup matches questions and answers a patient can see on the page. The June 2026 study recorded coverage, not whether FAQ schema causes an AI result. For the deeper schema question, see the schema guide.
Does LocalBusiness versus Dentist schema matter for a dental site?
For this checklist, confirm whether the page's structured data accurately restates visible practice facts; do not use it to choose between schema types. Citevio's June 2026 study counted LocalBusiness or Dentist coverage but did not test which type changes AI results. For the deeper review, see the schema guide.
Does schema help Google AI Overviews find a dental practice?
This checklist cannot show that schema helps Google AI Overviews find a dental practice. It checks whether markup matches visible facts, while Citevio's June 2026 study measured schema coverage rather than AI mentions. For the deeper schema question, see the schema guide.
Which schema types does a dental website need?
At checklist level, verify that any structured data you use matches visible practice facts and that FAQ questions are visible on the page. This page does not prescribe schema types or test their effect on AI results. For that deeper assessment, see the schema guide.
Why should an image support rather than replace a practice fact or service description?
An image can illustrate a practice fact or service, but the essential claim should still be available as ordinary text when images are unavailable. That lets a visitor read the information without relying on the image alone. Citevio did not measure image completeness or alt text as a separate AI-visibility rate.
Why does the checklist leave blog, page-count, image-alt-text, and content-volume claims unscored?
Citevio's June 2026 study of 527 US dental practice websites measured selected anatomy signals such as crawler access, schema categories, platform, and speed readings. It did not measure blog effects, page-count targets, image alt text, or enough-content thresholds. Leaving those claims unscored distinguishes an unmeasured idea from a measured finding.