Ask ChatGPT "what should I look for in a med spa near me" and you'll get criteria, sometimes specific clinics, and a short list of cited web pages. None of it is an ad. None of it is a ranking you can buy. For med spas, a real shift is underway — some patients now open an assistant instead of a search box — and the advice floating around about it is mostly vague. The useful version is surprisingly concrete, because AI engines have a mechanical requirement most clinic websites fail: they can only recommend what they can quote.
The short answer
AI answer engines don't rank you — they cite you. To get cited, a page needs three things: it answers one specific question directly, it contains concrete checkable specifics (numbers, price ranges, timelines, steps), and it's crawlable, fast, and clearly attributable to a real business. Vague brand copy — "luxury aesthetics, personalized care, state-of-the-art technology" — is uncitable. There's nothing in it to lift.
How AI engines pick who to cite
The three surfaces that matter for a local clinic in 2026 are ChatGPT's web search, Perplexity, and Google's AI Overviews. They differ in the details, but each does a version of the same four steps:
- Interpret the question — including the implied location and intent behind it.
- Retrieve a small set of candidate pages from a live web index.
- Extract the passages that most directly answer that specific question.
- Synthesize an answer, and link the sources it actually leaned on.
Two consequences fall out of that, and they're the whole game. First, retrieval happens per question, not per site — one strong page can get cited while the rest of your website stays invisible, and a big respected site can lose a citation to a small clinic that answered the exact question better. Second, the citation goes to the passage, not the domain — so where an answer sits on the page matters as much as whether it's there at all.
For "near me" style questions, these tools lean heavily on the same public sources that drive local rankings — your Google Business Profile, review platforms, and directories. That makes your Google Business Profile setup upstream of all of this: if you're missing from the local layer, no amount of on-page work gets you named in a "best med spa in [city]" answer.
What we saw testing our own pages
In July 2026 we ran a small live test on our own site — not a study, just a check. We asked Perplexity a med spa website pricing question and looked at what it cited. Our statistics and benchmarks page, which is built almost entirely out of numbers, cost tiers, and ranges, came back cited as a primary source. Our thematic advice posts covering the same subject in prose weren't cited at all — despite being longer, and, we thought, better written.
One test on one engine proves nothing on its own. But it lines up exactly with the mechanic above: the engine needed a number to put in its answer, and only one of our pages carried one in a liftable form. Since then we've written toward that — specifics first, atmosphere second.
“We didn't get cited for having the best writing on the topic. We got cited for having the easiest page to quote.”
— Codura Solutions
What makes a med spa page citable
This is the checklist we now build against. None of it is exotic — most of it is just refusing to be vague:
- One question per page or section. Phrase the heading the way a patient would ask it: "How much does Botox cost in Detroit?" beats "Our Injectables."
- Answer in the first two or three sentences. Put the number, range, or verdict up top, then the nuance. Burying the answer under a story costs you the extraction.
- Real numbers. Price ranges, session counts, downtime in days, how long results last, how far out you book. Ranges are fine — vagueness isn't.
- A visible date. Published and updated dates signal the figure is current, which matters when the question is about pricing.
- Named specifics. Actual treatments and devices — Botox, Dysport, microneedling, CoolSculpting — not "advanced aesthetic technology."
- Structured data. LocalBusiness/MedicalBusiness markup plus FAQPage schema on Q&A content makes your facts machine-readable rather than merely present.
- Crawlable and fast. Text baked into images can't be quoted, and critical content that only appears after JavaScript runs often isn't seen. Slow pages fall out of retrieval budgets too.
- Attributable. Real business name, address, phone, and a named author. Anonymous pages are weaker candidates for a recommendation about someone's face.
The 10-minute test
Before changing anything, find out where you actually stand. Open ChatGPT with web search enabled and Perplexity side by side, then ask five questions the way a patient would:
- "Best med spa in [your city] for Botox" — are you named at all?
- "How much does Botox cost in [your city]?" — who gets cited for the number?
- "Is [your clinic name] any good?" — what does it pull, and is any of it wrong?
- "What should I ask at a first Botox consultation?" — the research-stage question.
- "Med spa vs dermatologist for filler" — the comparison question patients actually ask.
For each, note whether you're named, whether your site is cited, and which page got the citation. Then look at who is cited — usually directories, review platforms, and one or two clinics that happened to publish a specific page. Those clinics are your real competition here, and their pages show you the format that won.
Where to start
Don't rewrite your site. Pick the three highest-intent questions from the test above and fix one page each: move the answer into the first three sentences, put one real number in it, and phrase the heading as the question. That's an afternoon of work, and it's the same work that makes the page convert for humans — which is the honest reason to do it, given nobody can promise you AI traffic yet.
Publishing consistently compounds it, though it's worth being clear-eyed about the return — we wrote about whether a med spa actually needs a blog. If you'd rather just find out which of your existing pages is closest to citable, we'll audit your site free and send the top three fixes, no call required: grab a free audit. And if you want pages built this way from the start, that's exactly what we do.