AI Readiness Assessment

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Know Exactly Where You Stand Before AI Decides for You

Before any strategy is built, you need to know exactly where you stand.  

Our AI Readiness Assessment measures your visibility across AI-powered search platforms, benchmarks your performance against competitors and national averages, and quantifies the patient revenue at risk.  

Most healthcare organizations are investing in digital marketing without understanding how AI-powered search is changing patient acquisition. The assessment provides a clear picture of where your organization appears in AI-generated recommendations, which competitors are being cited ahead of you, and where visibility gaps may be costing patient volume.

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AI Readiness Assessment

What You Receive

A scored assessment across five proprietary dimensions:

AI Citation Visibility

Measures whether your organization appears in AI-generated responses when patients search for the care you provide.

Digital Front Door

Evaluates the technical signals your website sends to AI models, including content accessibility, structured data, and patient pathways.

Content Authority

Assesses the depth, specificity, and credibility of your clinical content and its ability to earn citations from AI systems.

Data Integration

Measures how consistently your information appears across the directories, databases, and sources AI engines use when building answers.

AI Governance

Evaluates whether your organization has the policies, processes, and ownership necessary to manage AI visibility as a strategic function.

Benchmarked Against National Research

Your results are benchmarked against our National AI Visibility Benchmarking Study database, which includes 50 top-ranked programs across five service lines.

The same five-dimension framework used in our national benchmark research is applied to your organization, allowing you to see how your performance compares against leading health systems and specialty programs.

This is not a generic audit or self-reported assessment. It is a structured evaluation based on the same methodology used throughout our benchmark research.

What You Will Learn

The assessment is designed to answer four critical questions:

  • Are AI-powered search platforms recommending your organization?
  • Which competitors are being cited ahead of you?
  • Where are the largest visibility gaps in your digital presence?
  • How much patient revenue may be at risk?

The goal is to establish a clear baseline before strategic decisions are made.

Why Diagnosis Comes Before Strategy

Most healthcare organizations focus on tactics before they understand the problem.

Optimization without diagnosis is guesswork.

Before resources are allocated, campaigns are launched, or agencies are directed, leadership needs an objective understanding of how the organization performs in AI-powered search environments.

The AI Readiness Assessment provides that foundation.

See How Your Organization Compares

The assessment provides a scored report, benchmark comparisons, visibility findings, and a clear understanding of where your organization stands today.

Get your volume defense Assessment