A dermatology group, a family law firm, and a retirement planner walk into the same inbox. Each of them got a message this month offering a free scan of how they show up in AI, a score that turned out to be alarming, an explanation full of terms they could not verify, and a monthly fee to make the problem go away. None of the three has met the others. All three have a drawer somewhere with the same shape of paperwork in it, from about ten years ago, labeled SEO.
The sequence has four steps, and it is old. A free audit gets you in the door. A low score does the scaring. Then comes the language you cannot check, which is what keeps you from arguing back, and a monthly retainer to collect on all of it. Search engine optimization ran this same play on this same audience for the better part of a decade, and a lot of the people reading this paid for it once already.
The shift underneath the pitch is real
People are asking AI the questions they used to type into a search box, and the engines are answering with names. In medicine, where this is measured most directly, a Gallup study for the nonprofit West Health found that one in four US adults, more than 66 million people, had used an AI tool for health information or advice in the past 30 days. Among those recent users, 42 percent said the reason was wanting help outside normal business hours. A prospective patient who used to scroll a page of blue links now reads one paragraph that either contains your name or does not. So the alarm is real. That is what makes an old play work again.
Here is where AI visibility parts ways with the SEO story
And it is the part the monthly pitch needs you not to notice. The core of the work that makes an engine name a practice correctly gets done once and then holds. Reconciling the three or four names your practice answers to, so the engine stops splitting the credit. Putting a plain answer to the real question on the page that should answer it. Making the same address and phone number appear everywhere a machine might read them. Fixing the booking path so it works on the first try. Do those, and they stay done until something real changes: a new partner, a moved office, a new fee. Nothing about them runs on a monthly clock.
Some things genuinely do recur. Advertising stops the day you stop paying for it. Reviews are a living stream that goes stale if it dries up. Content has to be refreshed when your field actually moves: a new statute for the immigration firm, a new clinical guideline for the cardiology group, a scope-of-practice change for the counseling practice, a rule change from your board. Those are real monthly work, because the world underneath them is monthly. The problem was never that recurring work exists. The problem is a bill that treats one-time work as if it were the recurring kind.
The tell is not the price. The tell is whether the fee recurs because the work changes, or because the invoice does.
We are not neutral, so here is our own bill
AEOptim sells a monthly product, so apply the test to us first. What it does each month is genuinely new work, because the answer keeps moving even when your practice sits still: the engines update, and competitors come and go. It asks the questions that matter to your practice across all five engines, enough times to tell a real change from a one-off fluke, and it comes back with what moved, why it likely moved, and what to do about it. That is a fresh reading every cycle, not one fix propped up on a subscription. What is not in that monthly fee is the one-time work: reconciling your names, writing the answers on your pages, fixing the booking path. We do that once, we charge for it once, and it does not reappear on next month's invoice. If our monthly ever starts billing you to hold a one-time fix in place, you have caught us failing our own test, and you should stop paying.
One question, for every pitch you get this year
Including this one. Make them split the fee: what on this bill would still need doing next month if nothing in my practice changed? Whatever survives that question is the work. Whatever evaporates was the retainer. A vendor who will walk you through it line by line is selling you the first thing. A vendor who gets vague when you ask is selling you the second. You already learned to tell those apart once. The names on the invoice changed. The tell did not.
The honest version of that free audit is a single live look, not a subscription. Ask an engine the question your clients ask, and read the answer it gives back. It is one phrasing, one engine, one day, so it is a snapshot, and an easy one to flatter yourself with. It is also usually enough. If your name is already in the answer, a good number of the pitches in your inbox are solving a problem you do not have, and you can stop reading them. If it is not, you now know which one-time work to do first, and whether you need anyone at all to do it. The paid version of that look, ours or anyone's, earns its keep only when it does what you cannot do by hand: many phrasings, all five engines, watched over months so a real slide is not mistaken for a bad afternoon.
Source. The figures above are from the West Health-Gallup Center on Healthcare in America, a Gallup Panel study of 5,660 US adults fielded October 27 to December 22, 2025. The 42 percent is a share of those who used AI for health information in the past 30 days, not of all adults. It measures how people seek medical care, so we cite it only in that context. Read the study.