AI VISIBILITY AUDIT — AESTHETIC CLINICS & COSMETIC SURGERY
AI recommends the clinic it can actually read, and that might not be you.
We scanned aesthetic clinics and cosmetic surgery practices across London to see how they appear when patients search on ChatGPT, Perplexity and Google AI Overviews. Most were invisible. Here is what that means for your bookings.
By the numbers
4-6x
51%
Of health-related searches now trigger an AI-generated answer
WebFX / BrightEdge, 2025
87%
Of patients research procedures online before booking
McKinsey
Patients ask ChatGPT and Perplexity who to trust before they ever open Google.
When someone wants Botox in Chelsea, filler in Marylebone, or a rhinoplasty consultation in Harley Street, they no longer open Google and compare ten websites. They ask ChatGPT. They ask Perplexity. They get one answer and they trust it.
Schema and crawlability get a clinic found. They don't get a clinic recommended. That's the layer most SEO and GEO tools miss, and the one Xyra Foundry audits.
The clinics that appear in that answer are not always the most skilled or the most established. They are the ones whose websites are structured in a way AI can read, extract, and recommend with confidence. If your content architecture is not built for retrieval, you do not get recommended. It is that simple.
What we found scanning aesthetic clinics and cosmetic surgery practices across London
We ran structured AI visibility scans across over 1,000 clinics and practices across London, testing how each appeared across five prompt types on ChatGPT, Perplexity and Google AI Overviews.
66%
Low Visibility
Not appearing reliably in AI search. Invisible across most or all prompt types when patients search for treatments in their area.
22%
Showing up inconsistently. Visible for some searches, absent for others. Competitors taking the enquiry instead.
Medium Visibility
Scans conducted across London aesthetic clinics and cosmetic surgery practices. Prompt types tested: unbranded treatment search, decision query, comparison query, specific treatment query, branded query.
What we see across London clinics
These are the patterns we see most often. None of them require a website rebuild.
All of them have a fix.
1
Your content isn't built to be extracted
AI tools do not read websites the way humans do. If your content isn't structured to answer the specific questions patients ask at each stage of their journey, it gets skipped. Most clinic websites are built to look good. Very few are built to be retrieved.
2
Your authority isn't readable
AI systems verify who you are before making a recommendation. When the signals that establish your credibility are not structured in a way AI can find and cross-reference, it defaults to a competitor whose credentials are easier to confirm.
3
Your treatment content doesn't address the full picture
Patients rarely search for a single procedure in isolation. They arrive with a concern (skin laxity, facial volume, lines around the eyes) and expect to find a clinic that understands the range of what can be done. Clinics whose content addresses concerns rather than just procedures capture more of this traffic.
4
Your highest-intent visitors arrive to the wrong page
AI-referred visitors convert at 4 to 6 times the rate of Google organic visitors, but only when the landing page matches the intent that brought them there. Most clinic sites are not built for this moment.
What Makes Xyra Different
An AI Readiness and Buyer Journey Audit
Most GEO tools tell you whether AI can find your website. Xyra assesses and benchmarks whether AI can find you, understand you, recommend you, and convert the buyers it sends your way.
For clinics, that means testing whether your treatments, credentials and patient outcomes are structured well enough for AI to recommend you by name instead of a generic competitor nearby.
Three ways to work with us
Start where you need to. Most clinics begin with Diagnose to understand where they stand, then move to Fix once priorities are clear.
All engagements start from £699.
Tier 1 - Diagnose
AI visibility score across 30 items. Top issues identified and ranked. Clear view of where you stand vs competitors. Delivered as a structured report.
Tier 2 - Understand
Full annotated audit across all four pillars. Specific UX and content recommendations. Conversion friction analysis. Prioritised by revenue impact.
Tier 3 - Fix
Everything in Understand. 90-day prioritised roadmap. Backlog ready for your team to action. Optional implementation support.
Exact scope and tier confirmed at point of enquiry.
Frequently asked questions
1
Why is my aesthetic clinic not appearing when patients search on ChatGPT or Perplexity?
The most common reason is that your content is not structured in a way AI can extract and use to answer a patient's question. When someone asks "where should I get Botox in Chelsea" or "best aesthetic clinic for lip fillers in London," AI looks for websites that clearly address those specific treatments, demonstrate clinical credibility, and are supported by consistent external signals such as reviews and mentions on trusted third-party sites. Most clinic websites are built to look good. Very few are structured for AI retrieval.
2
What is the difference between SEO and AI visibility for aesthetic clinics?
SEO helps your clinic rank in traditional Google search results. AI visibility determines whether your clinic appears when patients ask ChatGPT, Perplexity or Google AI Overviews for a recommendation. The difference matters because AI-referred patients behave differently: they arrive having already decided they want a treatment, they are evaluating which clinic to trust, and they convert at a significantly higher rate than search visitors. A clinic that ranks well on Google can still be entirely absent from AI-generated answers.
3
How do I get my clinic recommended by AI when patients are researching treatments?
Three things need to work together. Your content must be structured to answer the specific questions patients ask at each stage of their journey, not just describe your treatments. Your clinic's credentials, practitioners and outcomes must be readable and verifiable by AI across your site and third-party platforms. And when a patient arrives from an AI recommendation, the page they land on must confirm what AI promised, not make them start from scratch. An AI Readiness UX Audit identifies where the gaps are and what to fix first.
4
Does Xyra Foundry only audit aesthetic clinics?
No. Aesthetic clinics and cosmetic surgery is one of several high-consideration sectors we audit, alongside law firms, finance firms, SaaS and B2B software companies, and home care providers. Each sector page reflects the specific prompts, competitors and trust signals buyers use in that category.