WHO THIS IS FOR
The audit tests real questions a prospect might ask, across multiple AI systems, and documents exactly what each one returns — with sources, dates, and evidence, not guesses. This is not a guarantee of AI rankings: AI systems don't publish universal ranking formulas, and no one can promise a specific outcome.
HOW IT WORKS
WHERE IT FITS
This can stand alone or pair with the Mission Capacity Assessment — visibility is one input into the broader picture of where an organization is losing capacity and reach.
NEXT STEP
A conversation is the first step.
THE VISIBILITY GAP
Someone asks an AI assistant a question your organization should be relevant to.
Who gets recommended?
Traditional search tells you where your webpages rank.
Website analytics tell you who visited.
But neither tells you whether your organization appears in AI-generated answers.
That's the visibility gap.
AI-GENERATED RESPONSE
“What organizations can help me with [your need]?”
Your organization? NOT MENTIONED.
AI may know who you are without choosing you.

WHAT WE EVALUATE
The audit looks across several dimensions of AI discovery.
Can AI correctly identify your organization?
Does AI represent your organization correctly?
Does AI connect you with the topics and services you actually provide?
What pages, references, or external signals appear to influence the answer?
This makes the audit feel more substantive.
Do you appear when people ask for organizations, experts, services, or resources?
WHAT THIS ISN'T
This is not a guarantee of AI rankings
AI systems do not publish a universal ranking formula, and no consultant can guarantee placement in AI-generated answers.
The goal of the audit is to understand your current visibility, identify patterns, and strengthen the signals that help AI systems understand your organization more accurately.

YOUR RESULTS
You will receive a structured assessment that shows where your organization is visible, where gaps exist, and what deserves attention next.
A benchmark of your organization's observed AI visibility.
A concise assessment of the most important findings.
See which organizations appear around the topics and services that matter to you.
Identify significant gaps between how your organization operates and how AI represents it.
Understand which visibility issues deserve attention first.
Receive a prioritized roadmap for strengthening your position.
A 30-minute conversation to walk through the results and answer questions.

COMMON QUESTIONS
That's exactly what the AI Visibility Audit measures — not just whether an AI system knows your name, but whether it recommends you when someone describes their problem without naming you.
Traditional SEO asks "where do we rank in search results?" AI visibility asks a different question: "are we included in the answer?" A nonprofit can rank well in Google and still be invisible when someone asks ChatGPT or another AI assistant the same question in plain language.
An AI Visibility Score benchmark, an executive report, a competitive comparison analysis, an accuracy review, ranked priority opportunities, a 90-day action plan, and a 30-minute results consultation. This is not a guarantee of AI rankings — no AI system publishes a universal ranking formula, and we say so plainly.
Get a clearer view of where you are visible, where you are missing, and what to improve next.