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CASE STUDY · R2 MEDICAL CLINIC
When patients ask ChatGPT and Perplexity for the best hormone and weight-loss care in Denver, one independent clinic is the most-cited provider in the answer — ahead of the national men's-health chains.
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THE CLIENT
R2 Medical Clinic — an independent, physician-led hormone, weight-loss, and peptide clinic serving the Denver metro.
Service: Answer Engine Optimization (AEO) — being the clinic AI names when patients ask.
MOST-CITED CLINIC
#1
15+ citations across TRT & hormone answers
CHATGPT CITATIONS
11/16
High-intent patient questions, cited with a link
01 — THE SHIFT
Patients don't research their care the way they did two years ago. Instead of scrolling ten blue links, they ask ChatGPT, Perplexity, and Google's AI directly: "What's the best TRT clinic in Denver?" "Where can I get physician-supervised weight loss near me?"
Those AI answers name a handful of providers — and being named is the new page one. If the answer engines don't mention you, you're invisible at the exact moment a patient is deciding where to go.
That's a hard place to compete when the space is crowded with national, venture-funded telehealth brands spending millions on content and links. R2 is the opposite: one independent clinic, a local team, a Denver footprint.
CHALLENGE 01 National brands own the volume — endless publishing, enormous domain authority.
CHALLENGE 02 Classic SEO wasn't enough after a 2026 core update reshaped organic results.
CHALLENGE 03 Healthcare has a higher bar — engines favor clear clinical authorship and credentials.
02 — THE APPROACH
We didn't try to out-spend the national brands. We made R2 the clearest, most trustworthy, most machine-readable source on its own subjects — so when an AI assembles an answer about Denver hormone or weight-loss care, R2 is the obvious clinic to cite.
01
Physician authorship, made explicit.
Verifiable medical-review bylines — "Medically reviewed by Erik Natkin, DO" — on R2’s service pages, backed by structured reviewedBy Physician data. The E-E-A-T signal answer engines weigh most heavily on health topics.
02
Structured data answer engines can read.
MedicalWebPage, Physician, and FAQPage schema across the core service pages — so the clinic’s expertise is unambiguous to machines, not just humans.
03
An AI crawl map (llms.txt).
A clean published guide that points AI crawlers straight to R2’s most important pages.
04
Depth where it counts.
Hormone and weight-loss content built out to the depth that wins inclusion in AI answers.
05
A monthly AEO monitoring system.
A recurring audit tracks exactly where R2 is mentioned and cited across ChatGPT, Perplexity, Gemini, and Google AI Overviews — visibility measured, not assumed.
03 — THE RESULTS
Sixteen high-intent questions spanning TRT, medical weight loss, peptide therapy, and women's hormone care — run through the three leading answer engines.
CHATGPT
cited with a link
12/16 MENTIONS
PERPLEXITY
9/16
cited as a go-to Denver clinic
10/16 MENTIONS
GOOGLE GEMINI
4/16
mentions — emerging channel
NEXT FRONTIER
IN PLAIN TERMS For the best TRT or men's hormone clinic in Denver, R2 isn't just included — it's the most-cited clinic in the entire answer set, and ranked #1 wherever it's searched for directly.
NEXT FRONTIERS Medical weight-loss presence and Google Gemini — mapped, measured, and already in motion via the monthly AEO audit.
04 — THE COMPANY IT KEEPS
R2's citations land in the same AI answers as the largest names in men's health. In Denver-area queries, R2 was cited more often than the national chains it competes with.
NATIONAL BRANDS IN THE SAME ANSWERS
Gameday Men's Health Ageless Men's Health Low T Center
Multi-location franchises with national marketing budgets.
REGIONAL PLAYERS ALONGSIDE R2
Forum Health Denver Hormone Institute Rocky Mountain Men's Clinic Cunningham Clinic
Established regional competitors in the same answer sets.
A single local clinic is now the most-cited answer in a space built for national brands — because it became the most trustworthy, best-structured source, not the loudest one.
05 — WHY IT WORKED
Answer engines don't reward the biggest ad budget. They reward the clearest signal of real, credentialed expertise. By making R2's physician authorship explicit, structuring its knowledge so machines can read it, and measuring the results monthly, we turned a local clinic into a source the AI wants to cite.
That's the opportunity for any local brand: AI search is still open. The providers who structure for it now become the default answer before the category gets crowded.
THE FORMULA
1Explicit physician authorship (E-E-A-T)
2Machine-readable structure (schema + llms.txt)
3Depth on its own subjects
4Monthly measurement, not assumption
AEO PROGRAMS
MBC Group builds AEO programs that get local and regional businesses named in AI search — where your next customers are already asking.
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