When AI recommends someone in your category, is it you?

The Shift

The category recommendation moved from search results to a single answer.

A customer used to type a query, scan ten links, and pick. Now they ask an assistant "who's best for this," and it hands back one or two names. If you're not one of them, you don't lose position three. You lose the conversation entirely.

These systems don't rank you. They decide whether they trust you. That trust is built from signals: consistent identity across the web, clean structured data, third-party corroboration, and content that answers the real question. Miss those and the best product in the market stays invisible.

Most brands don't have a visibility problem. They have a legibility problem. The machine can't read them clearly enough to risk recommending them.

How We'd Work

Advisory that gets installed, not handed over.

This is one lane of my advisory work, run directly with you. No account-manager layer, no report that sits in a drawer.

Who This Is For

For brands ready to be the answer.

• Founders and CMOs who can see AI eating their top-of-funnel and want a real operator on it, not a wait-and-see memo.
• E-commerce and service brands whose customers already ask AI for recommendations, where being left out of the answer costs real revenue.
• Teams with SEO in place who know the ground has shifted and need someone who's already living on the new ground.

If you want a slide deck about where search is heading, I'm not your person. If you want the work done with you, keep reading.

Client Story

What it looks like on the ground.

Proof

Someone who does this for a living.

I run AI search daily inside a real e-commerce catalog and with businesses on the ground, and I speak on this work at the industry's main stages. This isn't commentary from the sidelines.

Twenty years of doing the work. Not narrating it.

FAQ

Questions, answered.