Insights · Field note · Growth and AI visibility
What boards should ask about AI visibility
Directors are asked to oversee how the organization is found and described by systems they rarely see. Four questions make the oversight real.
A board does not need to understand retrieval. It needs to ask four questions and insist on evidence: how do answer engines describe us today, and is it accurate; for the questions our buyers ask, who is cited, and are we among them; what proportion of our demand would continue if paid spend stopped; and who signs what we publish, and how are claims verified. Each has an owner and a document that answers it; an answer without evidence is a topic for the next meeting. The budgets deserve oversight: WebFX reports U.S. enterprises averaging about 12 percent of digital marketing budgets on GEO.
In detail
What the evidence shows.
How are we described
The baseline audit shows how each engine describes the organization for its own name and its category, and whether the description is accurate and current. Inaccuracies are entity problems and are fixable. The question should be asked annually and the answer should improve.
Who is cited for our buyers’ questions
The competitor citation benchmark shows, prompt cluster by prompt cluster, who the engines name. Directors should expect to see publishers and directories among the names and should ask which prompts the organization can realistically win. Share of voice over time answers whether it is winning them.
How much demand is owned
The source analysis shows what proportion of qualified inquiries arrive without paid spend. A demand engine that stops when spend stops is rented; one that continues is an asset. The quarterly spend review decides spend on this evidence, and the board should see the trend.
Who signs and how claims are verified
Published content carries legal, regulatory and reputational exposure. The editorial standards, the verification records and the named authors are the controls. The board questions framework extends these four into twelve covering security and AI governance as well; see reporting for boards and investors.
Sources
Primary references.
- WebFX, 2026. GEO pricing and budget survey: agency retainers from $1,500 to more than $50,000 per month; U.S. enterprises averaging about 12 percent of digital marketing budgets on GEO.
- Performance Data engagement observations (first-hand: David Selakovic); method described on the Measurement and evidence pages.
By David Selakovic · Published 2026-10-16 · Revised 2026-10-16 · Reviewed every 180 days