AI Search Readiness Grader
See how well your page performs in AI search engines like ChatGPT, Perplexity, and Google AI Overviews. Get a score out of 100 with actionable recommendations.
AI search engines like ChatGPT, Perplexity, and Google AI Overviews are changing how patients find healthcare information. Instead of browsing multiple links, users get direct answers synthesized from the most authoritative sources. This grader evaluates whether your content is structured, authoritative, and clear enough to be cited.
40% of consumers have already used AI search for health-related queries, and that number is growing rapidly.
What this grades
Six categories, all of them about whether a machine can read your page well enough to quote it.
- Entity clarity
- Whether a machine can work out who you are, what you do, and where, without guessing. Schema markup does most of the work here.
- Content structure
- Whether the page is organized so an answer can be lifted out of it cleanly. Headings that ask real questions help more than clever ones.
- Citation worthiness
- Whether there is anything here worth quoting. Specific, checkable statements get cited. General reassurance does not.
- Authority signals
- Named authors, visible credentials, and clear sourcing. AI systems weigh these heavily on medical topics.
- Freshness and depth
- Whether the page has been maintained and whether it covers the subject fully enough to be the source of an answer.
- Technical readiness
- Whether the content is reachable and readable, rather than locked behind scripts a crawler will not run.
Why this is different from ranking
Traditional search sends someone a list of links and they choose one. An AI answer names two or three sources and most people never click past it. Being on page one still matters, but it is no longer the whole game, because the answer can be delivered without anyone visiting your site at all.
The practical difference is that these systems need content they can extract a clean answer from. A page that reads well to a person but buries the answer in three paragraphs of introduction is harder to quote than one that answers the question and then explains.
Does this actually matter yet?
Honestly, less than the people selling it suggest, and more than most providers assume. Patients are asking AI assistants who to see and what a procedure involves, and those answers name specific practices. The volume is still small next to ordinary search.
What makes it worth doing now is that almost none of it is wasted effort. Clear structure, real schema markup, named authors, and pages that answer the question directly are the same things that help you in normal search. You are not betting on AI. You are doing good SEO that happens to also work in a newer place.
What this cannot tell you
Whether ChatGPT or Google will actually cite you. Nobody can tell you that, and anyone who says otherwise is guessing. These systems change how they select sources frequently and without notice, and they do not publish the rules.
What this measures is readiness, meaning whether your page is in a state where it could be cited. That is the part you control. If the score is low, the schema generator usually fixes the entity clarity side quickly, and we can take a look together at the rest.
Questions
Does ChatGPT recommend doctors?
It will answer questions about finding care and it does name specific practices when it has something to work from, usually pulled from your website, your listings, and directories. It is not a directory and it is not consistent, so treat it as one more place patients form an impression rather than a channel you can control.
What is AEO and how is it different from SEO?
Answer engine optimization is about being the source an AI system quotes, rather than a link someone clicks. In practice most of the work overlaps with good SEO: clear structure, real schema markup, named authors, and answering the question directly instead of burying it. The difference is emphasis, not a separate discipline.
How do I get my practice mentioned in AI search results?
Make it easy to understand and worth quoting. That means schema markup that states plainly who you are and where, pages that answer one question each and answer it early, named providers with visible credentials, and specific checkable facts rather than general reassurance. There is no submission process and anyone offering to guarantee placement is selling something that does not exist.
Is this worth doing yet, or is it hype?
Partly hype, and worth doing anyway. The volume of patients arriving this way is still small compared to ordinary search. But nearly everything that improves your AI readiness also improves normal SEO, so the work is not wasted if the AI side stays small. That is the honest case for it.
Will a good score guarantee I get cited?
No, and be wary of anyone who says it will. These systems change how they choose sources often and do not publish their reasoning. This measures whether your page is in a state where it could be cited, which is the part you control.
Does schema markup help with AI search?
Yes, and it is usually the fastest improvement available. Schema states in a machine-readable way what a page would otherwise leave implied: what kind of organization you are, which providers work there, where you are located. Our medical schema generator produces it, and entity clarity is the category most sites lose points on.
Should I write pages specifically for AI?
No. Write pages for patients and structure them so a machine can follow them. Content written to game an AI system reads badly to people, and people are still the ones who book. If a change would make the page worse for a patient, it is not worth the AI benefit.
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