It is eleven at night. A woman with fibroids has her phone in her hand, and she is finally typing the question she has not yet worked up the nerve to ask her doctor. Are there any alternatives to a hysterectomy?
She is not typing it into Google. She is typing it into ChatGPT.
The answer comes back fully formed and it names three practices in her general area that do non-surgical fibroid treatment. There is a fourth practice about ten minutes from her house that specializes in exactly this. It is not in the answer.
Their name did not make it into the answer that ChatGPT gave. Why? Because their website was not optimized for something called AEO, or Answer Engine Optimization.
Hi, I'm Morgan. I own Messick Marketing, a content marketing agency helping specialized healthcare providers find and connect with their audience online. Today I want to teach you how to optimize your website for AEO using a framework you are already familiar with, the SOAP note: start with the questions your patients are asking, open with the answer first, arrange your content so a machine can read it, and prove who you are.
I walked through the fix in the video below. The rest of this post covers the same ground in writing, with the before-and-after rewrites the video did not have room for.
How does AI decide which practices to name?
Before the specifics, it is worth being precise about why this matters.
AI is a speed reader. It never takes the time to read full pages. It only pulls paragraphs from different sources across the internet that best match its search terms, then aggregates those paragraphs into one concise, fully formed answer that it hands back to the searcher.
A paragraph from your website therefore gets pulled alone, judged alone, and used alone, sitting next to text you did not write, under a question you did not choose.
"Every paragraph on your website has to work by itself, and that is what the SOAP framework fixes."
Most medical websites fail that test on the very first paragraph. Not because the writing is bad. Because it was built to be read in order, by a person who had already decided to be there.
What framework makes a website easy for AI to read?
Here is the part that makes this easy. You already know how to write a document whose sections stand alone, get scanned instead of read, and have to serve a reader who was not in the room. You write one after every patient encounter.
A SOAP note works because a physician who has never met the patient can open it, land anywhere in it, and get what they need. Subjective, objective, assessment, plan. Each section answers one thing, in a predictable place, in a form the next reader can lift without reading the rest.
An answer engine needs exactly that discipline, every section written to work for a reader who lands on it cold. So I teach AEO with the four letters of the SOAP note, pointed at a different reader:
- Start with the questions your patients are asking, using their own words.
- Open with the answer first, then add your context second.
- Arrange your content so that a machine can read it.
- Prove who you are with names, credentials, expertise, and volume.
S: Start with the questions your patients are asking, in their own words
Your website probably has a page titled something like Uterine Fibroid Embolization. But outside of the medical community, most patients are not going to type a full term like that into their search box.
Instead, they are asking things like: does UFE work? Are fibroids painful? Is hysterectomy my only option?
The page title is a service line. The search is a worry. Starting with the question your patients are already asking is one of the fastest ways to help AI find you quickly, so start there and let the clinical term arrive inside the answer, where it belongs.
The good news is that this first step does not even really require a lot of research, because these questions are the same ones you are answering 10 to 15 times a day in the exam room. One of the greatest marketing assets you have is all of the knowledge that sits in your head and you have not taken the time to write out yet.
Practical version: think back through your last twenty new-patient consults and write down the questions you answered out loud. That list is your content calendar.
O: Open with the answer first, then add your context second
Most practices get this backwards. I see it all the time.
Here is the shape of a typical paragraph on a physical therapy site:
Physical therapy is good for a wide variety of people. It can help you recover after an injury or a workplace incident, and can also help you build strength and mobility.
That sounds really nice, and it takes too long for AI to read, because what the patient is actually searching is "can PT help with ___". The best way to optimize your answer is to say yes, PT can help with that, and then go into the details.
Here is the same content, rewritten to fill in that blank and lead with the answer:
Yes, physical therapy helps plantar fasciitis. Most plans combine stretching, gait work, and a gradual return to load, with your therapist setting the timeline after an assessment. Here is what a typical course of treatment looks like.
Answer first, context second, always. The nuance and the caveats do not disappear. They just stop standing in front of the door.
Answering first is the step that makes physicians nervous, so let me name the fear directly: does giving away the answer stop the patient from calling? No. Publishing a clear answer works the way a good curbside consult works. Being the one who answered clearly is what makes you the one they call.
A: Arrange your content so that a machine can read it
Ask yourself this question, and you can run it on your own site in about ten minutes.
If I took a random paragraph off of my website and dropped it into any conversation, would it make sense?
If the answer is yes, then that part of your site is already well optimized for AEO. That paragraph carries its own subject, its own claim, and enough context to be understood by someone who never read the sentence above it.
If the answer is no, that is where you need to start applying your SOAP framework. The culprit is usually one of four things:
- It opens with "it" or "this" and borrows all of its meaning from the heading above it.
- It runs two hundred words and holds three separate ideas, so there is no clean piece to lift.
- It lists services without making a claim about any of them.
- It is written to a reader who already knows which page they are standing on.
Think of it the way you think about labeling a specimen. The lab never sees the room it came from. If the label does not carry the context, the sample is unusable no matter how good it is.
Question-shaped headings, short paragraphs, a real FAQ section, and structured data on the page all serve this same goal. None of it is glamorous. All of it is the difference between content that gets parsed and content that gets skipped.
P: Prove who you are with names, credentials, expertise, and volume
AI already knows what fibroid embolization is. It does not need your definition and it will never cite you for one.
What it does not know is that your practice has done 400 of them successfully, that your interventional radiologist is board certified and fellowship trained, that you have two locations, and that you take the cases other groups refer out. That is the part only you can supply, and it is the part that decides whether you get named. Swap in your own real numbers, and only ones you can stand behind.
Whatever differentiators exist that help you stand out from your competition belong at the very top of your website, in words rather than in a logo. Names, credentials, case volume, subspecialty focus, the conditions you treat and the cities you treat them in. A procedure page with no practice visible on it reads to these systems the way a referral packet with no letterhead reads to you. Probably fine, impossible to act on.
One caution worth stating plainly. Claim only what is true and current, and keep any volume figure in a form you could defend out loud. An invented number is a liability long before it is a marketing problem.
And remember, when it comes to helping AI find you, we are looking for clarity, conciseness, and expertise.
Where should you start?
One page, not fifty. Pick it deliberately and work it end to end, because a single page done properly teaches you more about how your site reads to a machine than a site-wide audit will.
Pick the page that matters most
Not the homepage. The procedure you want more of, or the one you wish the phone rang about. One page, chosen because the outcome would actually change your month.
Write down five questions in the patient's words
The ones you answer out loud in clinic, phrased the way they get asked, not the way they get charted. Those become your headings.
Rewrite each section answer-first
Direct answer in the opening sentence, one idea per paragraph, context underneath. If a paragraph is holding two ideas, split it.
Add the proof, then re-run the test
Physician names, credentials, volume, locations, near the top. Then pull three paragraphs at random and check that each one still makes sense standing on its own.
Work the list in order, then do the next page. Momentum on this comes from finishing pages, not from auditing all of them.
Common questions about the SOAP framework
What is the SOAP framework for AEO?
The SOAP framework for AEO is a four-step method for structuring a healthcare website so AI tools can extract and cite it: start with the questions your patients are asking using their own words, open with the answer first and add your context second, arrange your content so that a machine can read it, and prove who you are with names, credentials, expertise, and volume. It uses the shape of the SOAP note because it is a framework you are already familiar with.
Does AEO replace SEO?
Unequivocally no. AEO and SEO are similar in function, but they serve very different purposes. SEO gets you ranked, AEO gets you cited. The smartest practices are optimizing both in tandem.
Does answering the question first hurt my SEO?
No. Leading with a direct answer helps both. Search engines reward pages that satisfy the query quickly, and answer engines can only cite what they can cleanly extract. The same rewrite pays out twice.
How do I know whether a paragraph is ready for AI search?
Ask yourself whether you could take that paragraph off your website at random, drop it into any conversation, and have it still make sense. If the answer is yes, that part of your site is already well optimized for AEO. If the answer is no, that is where you need to start applying the SOAP framework.
Do I have to rewrite my whole website?
No, and you should not try. Most practices already have the material, written like a brochure instead of an answer. Restructuring your highest-value procedure page is faster and works better than starting over, and it shows you what the rest of the site needs.
How long does AEO take to work?
Anybody who hands you a specific number is probably guessing, because it is still too early to tell. What we do know is that AI constantly skims, reads, and rereads content across the internet as new searches are entered. Think in months versus weeks or years, and remember that AEO, as with SEO, is a long-term strategy. Starting now gives you the most leverage.
For the longer version of the SEO and AEO split, and why the two share a foundation rather than compete, see What Is AEO for Healthcare?
Back to eleven at night
She is going to get an answer either way. That is the part worth sitting with. The answer gets assembled whether or not your practice is in it, out of whatever paragraphs happened to be clean enough to lift.
The practice ten minutes from her house is not losing to a bigger marketing budget. It is losing to four paragraphs that were written to be read in order.
Fix those four paragraphs and you are in the answer. That is honestly the whole job, repeated across the pages that matter most.
If you are curious what this could look like for your own practice, send me a message. This is exactly what we do every single day here at Messick Marketing.