AI answer engines

A patient asked for a rapamycin doctor.
The AI named your competitor.

Every day, thousands of cash-pay patients ask AI assistants for a longevity clinic in their metro. Being the one they name is trainable — and measurable.

We probe Google AI Overview, ChatGPT, and Perplexity · 48-hour report
You
Best rapamycin doctor in Austin for longevity dosing?
Assistant

In Austin, two clinics publish rapamycin protocols aligned with current literature:

  • Meridian Performance Medicine
    6mg weekly + drug holiday. Cites PEARL trial. $1,800 initial.
  • Your Clinic
    No protocol detail available on site.
8 of 10
longevity clinics we audit have zero AI citations
12 weeks
median time to first AI citation after we ship
Free
probe of ten metro queries
Why this matters now

The answer-engine era doesn't reward rank. It rewards citation.

01

The referral-era of search ended in 2024

AI assistants now answer 40–70% of medical-intent queries without sending a click. The only visibility that matters is being the name quoted in the answer.

02

Your patients are already in the chat

"GLP-1 weight-loss doctor in Phoenix." "NAD+ IV therapy cost near me." "Peptide clinic Austin reviews." Every week we benchmark these — most clinics have zero mentions across the top three engines.

03

AI citation is trainable

ChatGPT and Perplexity weight sources that are specific, linked, and structured for extraction — not long blog posts. We restructure your content into that shape — specifics up front, clean markup, outbound citations — then run a weekly probe to verify which engines pick you up.

Engine by engine

Each answer engine picks differently. We optimize for all three.

Google AI Overview
Ranks by
Top 10 organic + entity graph + Knowledge Panel
Our lever
Structured protocol pages, review-site mentions, cited primary research
ChatGPT
Ranks by
Training data + live browsing + quoted-source preference
Our lever
Long-form, specific pages with author+year citations and clean markdown semantics
Perplexity
Ranks by
Live retrieval with strong bias toward authoritative primary sources
Our lever
Deep links to pubmed, examine, clinic-adjacent evidence reviews
Case studies

Clinics that went from invisible to cited.

Rapamycin clinic

Alpine Longevity, Austin

Ranked #1 for "rapamycin doctor Austin" in 42 days. Now cited in Google's AI Overview for the query.

+142%cash-pay consults · Q/Q
Med spa

Meridian Wellness, Denver

Captured 17 of 20 tracked metro queries for peptide therapy and NAD+ IV within one quarter.

17/20metro queries won
Telehealth

Horizon Health

Organic clicks from evidence-based content surpassed paid acquisition by month five.

3.1×organic vs. paid CPA

See who the AI names for your ten queries — or doesn't.

Send us your URL and a metro. We'll run a 10-query probe across Google AI Overview, ChatGPT, and Perplexity and send the report in 48 hours.

no credit card · no sales call