Why aesthetics is where this bites first
Cosmetic treatment is a high-consideration decision about someone's face and safety, so people research it hard — and they increasingly start in a chatbot rather than a search bar. The money question — "who should I trust to do this" — is now answered with a short list of named clinics, assembled from reviews and directories most owners have never audited. Our own med-spa panels have found the same pattern in market after market: the established local practice is recommended only when a prospect searches its own name, and is absent everywhere else. That contrast — reputable on demand, invisible in the recommendation — is the exact gap we close.
What actually moves an engine (from our panels)
Every engine has a different lever, and generic "SEO" moves none of them reliably. What we've watched work, engine by engine:
| Surface | What decides the recommendation | The lever |
|---|---|---|
| ChatGPT | Directory depth — RealSelf, Yelp, and Google profiles carry the shortlist | Complete, well-reviewed directory profiles |
| Reasoning tiers | Verifiable credentials — medical director, board-certified provider, injector certifications | Credential hygiene; provider qualifications surfaced on your site |
| Claude | Google review score, volume, and what reviews say about results and safety | Earning genuine reviews, and result- and safety-themed reviews |
| Perplexity | Vertical directories and whether your pages are quotable | Answer-first pages: procedures, pricing, aftercare, what to expect |
| Google AI | GBP, review sites, and your own educational library | Concrete-fact pages: treatment pricing, recovery, provider bios |
The single strongest pattern we've measured, across engines: the clinic that publishes real prices and real provider credentials wins the trust questions. When a prospect asks what a syringe of filler costs or whether an injector is qualified, the engine quotes the one practice that put its pricing and its medical director on a page — and names that practice because of it. Most med spas publish neither. That's an open answer, waiting.
Why the approval gate is a compliance feature, not a nicety
Aesthetic medicine is marketed under two watchful bodies: your state medical board and the FTC. Both hold the responsible medical professional accountable for every marketing claim — including ones generated by AI, and including statements that mislead by omission. Medical-advertising rules bar unsubstantiated efficacy and safety claims, and the FTC governs the two things med spas lean on hardest: before-and-after photos, which must be representative and disclosed, and testimonials. A robot that publishes to your site with no drafts to approve is hard to reconcile with that duty.
Nameworthy is built the opposite way. Nothing reaches your site until your medical director approves it, and that approval is documented:
- A per-page approval log — who approved, when, which version.
- A versioned archive that supports record-retention requirements.
- An instant-unpublish path for anything you need down fast.
- A responsible-provider block on every page, and banned-phrase checks in drafting that flag guarantee language, unsubstantiated efficacy or safety claims ("permanent," "painless," misused "FDA-approved"), and non-compliant testimonial and before-and-after wording before you ever see it.
The reputation risk you can't see
When a prospect asks whether your practice is reputable or safe, you don't get to choose which version of your clinic the engine serves. We've documented answers that quietly surfaced an outdated service menu on one run and the right one on the next, listed a provider who left two years ago, or embellished a credential no one can verify. Branded-query monitoring is a real, demonstrable deliverable, and an intake reputation check belongs at the start of any engagement.
How we measure
Six surfaces, three runs per money question, every run on file. Read the method →
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