The objection, and the data that answers it
Every professional we talk to raises the same doubt: nobody picks a lawyer — or a doctor, or a financial advisor — by asking a chatbot. It’s a reasonable instinct, and it’s now contradicted by the people who run the chatbots.
In April 2026, Google published an analysis of 14.65 million Gemini and AI Mode conversations. The finding that matters here: the questions people bring to AI skew toward high-friction, high-consideration decisions — government services, medical questions, legal questions, financial ones — far more than those categories’ share of ordinary daily life. And roughly half of those questions were asked outside normal business hours.
Read that back as a buyer. The person deciding whether to call a family lawyer at eleven at night, when the office is closed and there’s no one to ask, is now asking an AI instead. That is the exact moment your reputation either shows up or doesn’t.
What “over-represented” means for one firm
The engines don’t return everything they know. They return a short list — a few named firms, assembled from directories, reviews, and pages the model trusts. When a prospect asks who to hire, that short list is the market, as far as the answer is concerned.
In our own panels, the pattern is consistent across markets: an established, well-regarded firm is named readily when a prospect searches its own name, and is absent from the “who should I hire” answer entirely. Reputable on demand; invisible in the recommendation. The firm never sees it happen, because the prospect who never heard its name never calls to say so.
That gap isn’t a branding problem or an ad-spend problem. It’s a question of whether the sources these engines read — the directory profiles, the reviews, the pages that publish real answers — describe your firm at all.
The window is the opportunity
Two things are true at once in mid-2026: the demand is already here, and most firms in most markets have done nothing about it. The engines are assembling their short lists now, from whatever they can find, and the businesses that are already cited tend to get cited again. Being early is a real, compounding advantage — one that still has to be actively held, but far cheaper to build before a competitor claims the answer than after.
The first step isn’t a campaign. It’s finding out what the engines currently say when someone asks for a professional like you — engine by engine, in the words your clients actually use. That’s measurable today, and it’s where every honest engagement starts.