AI VISIBILITY

Getting Named by AI Is Only Half the Win

Showing up in AI answers gets you considered. Whether someone inside the buyer’s company can defend choosing you, using only what they could find about you online, is a separate question.

By Michelle Richard • September 4, 2026

Resources / AI Visibility / Getting Named by AI Is Only Half the Win

ON THIS PAGE

The Conversation You Are Not In

Getting Named Puts You on the List

What Being Defensible Looks Like

Where This Leaves You

Almost every article about AI visibility answers the same question. How do I get ChatGPT to mention my company? That is a fair question and worth answering. If you do not come up when someone asks about your category, not much else matters.

But there is a second question, and it is the one that decides deals.

If someone inside your prospect’s company had to explain to their boss why they chose you, using only what they could find about you online, could they do it?

The Conversation You Are Not In

Nate Nasralla, who runs a company called Fluint, interviewed hundreds of business buyers and found that more than 90% of buying decisions get made in internal meetings rather than in meetings with the vendor. His way of putting it is that champions pitch their own team, in their own words.

Champions pitch their own team, in their own words.

Nate Nasralla, Fluint

That has always been true. AI did not create it. What AI changed is how that person gets ready.

THE ROOM YOU ARE NOT IN

Picture the operations director at a manufacturing company who liked your proposal. She is not the one signing. She has to go explain to the owner why she wants to spend forty thousand dollars with you instead of the outfit quoting twenty eight. A year ago she would have pulled your case studies together herself. Now she asks ChatGPT to summarize what is out there about you, and she builds her case from that.

You are not in that room. You never were. What is in that room is whatever she could find.

Getting Named Puts You on the List

Showing up in AI answers does something real. It gets you considered by people who were not looking for you. Forrester surveyed roughly 18,000 business buyers and found that 94% used AI somewhere in their most recent purchase. Being absent from that is expensive.

But being on a list and being defended are two different things. Your name sitting next to two competitors is a starting position, not a reason to pick you.

What Being Defensible Looks Like

Think about what your champion actually needs. A number she can say out loud. A before and after she can describe in one sentence. A comparison that deals honestly with the other option instead of pretending it does not exist. Something she can forward without adding three paragraphs of explanation on top.

Now look at your case studies. Most of them were written for a live meeting, where you were in the room to fill in the gaps and answer the question underneath the question. Sent on their own, with nobody there to explain them, they do not hold up.

The competitor who wins that deal often is not better than you. Their one page summary just survived being forwarded, and yours did not.

Where This Leaves You

Getting named is not the wrong goal. It is an unfinished one.

The useful part is that both jobs pull the same direction. What makes your content easy for an AI tool to draw from is what makes it easy for a person to forward. Real numbers. Claims that stand on their own. Nothing that needs you in the room.

So ask both questions. Are we showing up, and would what they find survive being sent to someone who has never spoken to us.

SOURCES CITED

Nate Nasralla, Fluint — hundreds of buyer interviews; more than 90% of decisions made in internal meetings.
Forrester — roughly 18,000 business buyers surveyed, 94% used AI in their most recent purchase.

NEXT STEP

AI Visibility Audit

It surfaces exactly this gap, between whether you are showing up and whether what they find holds up.