I checked something last Tuesday that completely changed how I think about online visibility.
I ran 47 commercial queries through ChatGPT Search. Queries like "best project management tool for remote teams" and "affordable CRM for small business." You know, the kind where your client spends thousands on content and link building to rank on page one of Google.
Here is what I found: only 6 of those 47 queries got a brand recommendation. Six. Out of 47. The other 41, AI just answered the question without pointing anyone to a specific product or company.
At first I thought maybe this was a ChatGPT thing. So I ran the same queries through Perplexity, Google AI Overviews, and Bing Copilot. Different numbers, same pattern. Most of the time, no brand got mentioned at all.
That sent me down a rabbit hole.
The data backs this up
Kevin Indig published research covering 1,094 search categories. His finding: only 15.2 percent of them had a clear "owner" in ChatGPT responses, a brand consistently mentioned when people asked category questions.
That means 84.8 percent of categories have no clear winner in AI search.
But it gets more extreme. Another dataset, looking at actual citation rates across commercial queries, shows that 89 percent of AI search demand has no identifiable brand owner at all. Not 89 percent of categories. 89 percent of the actual demand.
Translation: most brands right now have effectively zero AI visibility. Including yours probably.
Why this happens
Here is the thing nobody wants to admit. AI systems do not care about your ranking position.
When someone asks ChatGPT "which CRM should I use for my startup," it is not pulling from a ranked list like Google does. It is looking for synthesis. It wants clear entity information, structured data, and signals that multiple sources agree you are credible.
I watched a client spend two years building topical authority the old way. Hundreds of blog posts, thousands of backlinks, solid domain authority. Their site ranked page one for dozens of terms. But when I asked ChatGPT and Perplexity about their category? Zero mentions. Not once.
Their competitor, worse content, fewer backlinks, lower domain authority, got mentioned in about 40 percent of relevant queries. The difference? The competitor had consistent entity information across Wikipedia, Crunchbase, G2, and a dozen review sites. They had what AI systems call synthesizable authority.
What actually moves the needle
After watching this pattern across a dozen clients, here is what I see separating brands that get AI citations from those that do not.
Entity clarity. AI needs to know exactly what you are, what you do, and where you operate. If your brand is ambiguous across the web, AI skips you. Every time. Cross-platform consistency. Same description, same claims, same positioning everywhere. AI cross-references. Contradictions kill credibility. Third-party mentions. Your about page means nothing to an AI model. What matters is whether G2, TrustRadius, industry publications, and actual humans mention you in context. Structured data. Schema markup. FAQ pages with clear question-answer pairs. Content organized so AI can extract and synthesize without guessing.I am not saying SEO is dead. Traditional search still drives traffic. But the brands winning in 2026 are the ones treating AI visibility as a separate channel with its own rules.
The timing matters more than you think
Two things happened this week that make this more urgent.
Google just lost Jeff Dean, the scientist who built modern Google Search and helped launch their AI division. DeepMind leader Demis Hassabis is now chief scientist. That is a massive leadership shift for the company that dominates search. Nobody knows exactly what changes, but the direction of AI-powered search just got less predictable.
Meanwhile, Gen Z is starting to treat Claude and OpenAI like consumer brands. YouGov data shows consideration for both doubling in the past year. But trust in AI assistants overall sits at just 28 percent. Young users are adopting AI search fast, but they are not trusting it blindly. That gap, high adoption but low trust, means the sources AI cites matter more than ever.
And here is the kicker: Similarweb data shows that after ChatGPT updated its search feature in May 2026, referral traffic from ChatGPT to US websites jumped from about 25 percent to nearly 60 percent of sessions. The traffic is there. It is just being distributed differently.
The window
Right now, 89 percent of AI search demand has no clear brand owner.
Read that again. The vast majority of commercial queries in AI search are up for grabs. No brand has locked down the space. No one has built the kind of authority that makes AI systems default to recommending them.
That window will not stay open forever. Once every brand realizes this gap exists and starts optimizing for AI visibility, the competition gets brutal. The brands that moved early will have compounding advantages: structured data, entity clarity, third-party validation. Things that take months to build.
The brands that waited will be playing catch-up.
I have seen this pattern before. Remember when Google My Business was new? The businesses that claimed their profiles in the first year got visibility that latecomers are still fighting to match. Same with featured snippets. Same with AMP. Early movers win in search. Every single time.
AI search is the same game. The board just changed.
The question is not whether AI search matters. It already does. The question is whether you are going to optimize for it now, while 89 percent of the landscape is still unclaimed, or wait until everyone else figures it out.
Your call. But do not say you were not warned.