The AEO Engine

AI Optimization for Medical Practices

Medical Practice Owners: ChatGPT Is Recommending Your Competitors Right Now

You show up when patients search your name. But when they ask "I need help with [problem]", only 3 to 4 practices get recommended. Those practices convert at 3× your rate. Are you one of them?

Book Your Free Gap CheckI'll run 25 AI queries for your practice and show you exactly where you stand. 20 minutes. No pitch.
Recommendation Engine Analysis
Patient Query

"I need to lose 80 pounds for my health, what's safe and actually works?"

AI Response
Top Recommendations:
> GET engine_analysis/search_query
"I need to lose 80 pounds..."
> Scanning medical knowledge graph...
> Cross-referencing patient reviews...
> Identifying authority nodes...

// Warning: Practice Not Found in Recommendation Cluster
RELEVANCE_SCORE: 0.12
AUTHORITY_RANK: NULL

We Know You're Already in ChatGPT. You're Just Not Being Recommended.

Go ahead and open ChatGPT, then search your practice name. You'll show up. That's a name search.

Now try: "I need to lose 80 pounds..."

ChatGPT doesn't list 10 clinics like a search engine. It recommends 3–4 by name based on perceived trust and authority. If you're not in that short list, you're invisible to the highest-intent patients in the market.

Your Front Desk Already Knows the Difference. They Just Don't Know Why.

The Call You're Getting Now

"Hi, how much do you charge? What's included? I'm calling 10 places to compare..."

CONVERSION RATE10–15%
The Call You Could Be Getting

"Hi, ChatGPT recommended you specifically. Do you have anything this week?"

CONVERSION RATE30–45%

"You don't need more calls. You need better calls. Same phone. Same front desk. Same hours."

The Paradigm Shift

This Isn't SEO.
Your Agency Can't Fix This.

Google Search is dying as the primary medical discovery tool. Patients no longer search through blue links. They ask AI models for direct clinical recommendations.

Legacy

Search Engine Optimisation

  • Keyword Density & Backlinks
  • Content Quantity Over Context
  • Measuring Clicks and Impressions
  • Passive Directory Listing
Next-Gen

Answer Engine Optimisation

  • Semantic Entity Relationship
  • CITE Framework Alignment
  • Optimisation for LLM Recalls
  • Active Verifiable Authority
The Methodology

What Actually Triggers a Recommendation?

We call it The CITE Framework.
Four levers. Eighteen months of testing against the signals that actually move AI recommendations.

WHY IT MATTERS: YOU

Citations.

AI systems weigh who cites you more than who links to you. We engineer verifiable mentions across the outlets the models actually ingest.

CUSTOMERSRECENT CLIENT90 DAYS
Citation Surface+412%
Model Coverage4 / 4

The Window Is Now

AI models are solidifying their Expert Citations list. Once entrenched, changing an AI's bias towards your brand becomes geometrically harder.

Phase 01: Early Adoption

Active Market Capture

Capture the first-mover advantage while LLMs are in high-growth discovery phases. Competitive density is low. You can own a market category right now.

Current to 6 Months
Phase 02: Saturation

Institutional Baseline

AEO becomes a standard medical operation. Costs of acquisition rise 300% as legacy players pivot. The window narrows.

6 to 18 Months
Phase 03: Atrophy

The Invisible Crisis

Your brand is ignored by AI results. Re-educating models is 10× more expensive than initial optimisation.

18 Months+

See Exactly Where You Stand.

Every Gap Check is a live analysis: 25 real AI queries run against your specific specialty and city. You'll see exactly what AI says about you.

Book your Gap Check
01
01

Entity Analysis

We verify how LLMs currently categorise your clinicians and facilities across the healthcare knowledge graph.

02
02

Citation Audit

Tracing the provenance of information the AI uses to define your clinical outcomes and reputation.

03
03

Model Sentiment

Measuring the Confidence Score AI agents have when recommending your services over competitors.

04
04

The Roadmap

A fixed-timeline plan to correct invisibility and establish your CITE Framework dominance.

Booked.
The Invitation

Book yourFree Gap Check.

A free 20-minute Discovery Call. We run live AI queries on your market before the call and walk you through a short report showing where you appear, where you don't, and who's getting recommended instead.