← LibraryCase No. 02
Medium stakesPattern · In-house

We Rank #1 But Don't Show Up in AI

Your VP Marketing suspects AI visibility is a vanity metric you're pushing to justify scope.

"I don't understand - we dominate organic search. Why are you spending team time on whether we show up in ChatGPT?"
The line that opens this conversation

Applies when · a renewal, QBR, or budget conversation puts the same line — or a near cousin — in front of you. Substitute your client name, ARR, and tenure mentally; the move stays the same.

Patterns drawn from real conversations. Names, numbers, and details are stripped. These are situations to work from.

Exhibit A · The situation

You're Head of SEO at a large consumer marketplace presenting to your VP Marketing. The brand ranks top three for the vast majority of core keywords and gets tens of millions of monthly organic visits. But AI brand visibility is in the 40-60 range. The VP cuts in: "I don't understand - we dominate organic search. Why are you spending team time on whether we show up in ChatGPT?"

Data point 01

Organic visibility: top 3 for the majority of core terms

Data point 02

AI presence: 40-60%, wildly inconsistent across categories

Data point 03

Strong backlinks, but low frequency of news / publication citations

How you pitch

3 minutes to explain why organic dominance ≠ AI dominance to your own boss. Too technical → they tune out. Too simple → they feel patronized.

What makes it exciting

Classic "data says one thing, your boss believes another." You're shifting their mental model from Google algorithm to LLM training data - and asking for internal budget on the back of it.