09/24/2026
Ask ChatGPT who the leading expert is in your category. Then ask yourself: would you have guessed that name?
If it's not you — or worse, if it's a competitor with objectively less experience — you're not imagining a problem.
You're looking at a real, measurable gap between reputation and retrieval.
AI models are pulling from whatever's been independently published, recently and often, about a topic.
Not from your website copy. Not from your LinkedIn caption. From coverage other people wrote about you.
This is the part of 2026 marketing nobody fully priced in: the brands winning AI visibility right now aren't necessarily the best in their category.
They're the most consistently written-about.
We run this exact diagnostic for brands before we ever pitch them anything. If you want to see where you actually stand, ask us — we'll show you the real answer, not a guess.