A Client Told Me Something Last Week. It Changed How I Think About Marketing.

It was a routine check-in call. The kind you've had a hundred times with a client you've worked with for years. Everything was fine — results were good, the relationship was solid, and the call was winding down.

Then, almost as an aside, the client mentioned something. They said someone on their team had asked ChatGPT for a recommendation in their category, and the client's name had come up.

They said it like a compliment. I'm sure they meant it as one.

I said something like "that's great" and we moved on to scheduling the next call. But the moment we hung up, I opened a new browser tab.

I want to walk you through what happened next, because I think it's about to happen to a lot of marketing directors and business owners — and I'd rather you hear about it from me than discover it the way I did.

The test that changed the conversation

I opened ChatGPT and typed the kind of question a prospect might actually ask. Something like "who should I hire for [category] in Southern California." I scanned the answer.

My client's name was there. Good. But then I tried a few variations. Different phrasing. A slightly different angle on the same question. And the results were inconsistent. Sometimes the name appeared. Sometimes it didn't. Sometimes a competitor appeared instead — a competitor my client outranks on Google, by a meaningful margin.

I tried Perplexity. Different results again. I tried Gemini. Different again.

Here's what I want you to understand about that 20 minutes: it wasn't planned, it wasn't part of any audit I was running, and it completely changed how I think about what "visibility" means for a brand in 2026.

Why this moment matters more than it seems

If you've been in marketing or business leadership for more than a few years, you've developed a mental model for what "showing up" means. It probably centers on Google. Rankings, impressions, organic traffic — these are the metrics you've reported on for years, and they're the metrics your leadership team understands.

But there's a second visibility layer now, and it operates on completely different rules.

When Google evaluates a website, it's looking at technical signals — site structure, backlinks, page speed, keyword relevance. It's evaluating your website.

When ChatGPT or Perplexity or Gemini answers a question about your category, it's not crawling your website in real time. It's drawing on an entity layer — essentially, everything it has learned about your brand from across the internet. Mentions in articles. Citations in forums. The way your brand is described by sources that aren't you.

You can be excellent at the first game and completely absent from the second. And until very recently, there was no way to know — because nobody was measuring it.

The data behind the anecdote

I want to be clear that what I experienced wasn't an isolated event. The shift is well-documented and it's accelerating fast.

ChatGPT alone reached more than 900 million weekly active users by early 2026, according to OpenAI. Perplexity now processes 780 million searches a month — up from 230 million in August 2024. AI-referred web traffic grew 527% year-over-year in the first five months of 2025, according to Previsible's AI Traffic Report.

And the buying behavior is shifting with it. McKinsey's 2025 research found that 44% of consumers now use AI as their primary source of information for purchasing decisions. Similarweb's 2026 Generative AI Brand Visibility Index found that 35% of US consumers now use AI tools at the product discovery stage — compared to just 13.6% who use traditional search.

That's not a future trend. That's where a meaningful share of your buyers already are, right now, today.

What I'd ask you to do

Before you read any further — open a new tab. Type the kind of question your ideal customer might ask. "Who's the best [your category] in [your market]." See what comes up.

If your name is there, consistently, across multiple phrasings and multiple AI tools — that's a good sign, and it's rarer than you'd think.

If it's not there, or it's inconsistent, or a competitor is showing up instead — you've just discovered something that your current marketing reports almost certainly aren't capturing. Not because anyone did anything wrong. Because this is a new layer of visibility that most reporting frameworks haven't caught up to yet.

This isn't a sales pitch — it's the test I'd want someone to run for me

I'm not writing this to tell you your SEO is broken, because it probably isn't. I'm writing this because the test I ran on a Tuesday afternoon, almost by accident, told me something my client's quarterly marketing reports never had.

If you want a more structured version of that test — run across multiple AI engines, compared against your actual competitors, with a clear breakdown of why your brand does or doesn't appear — that's what CCG's free GEO Visibility Snapshot does. No sales call required to get the results. You request it, we run it, you get the report.

[Get your free GEO Visibility Snapshot →]

It's the same test I ran on myself that Tuesday — just more thorough, and run on your business instead of someone else's.