AI search visibility · Forward-deployed product
Get cited — not bypassed — in AI search.
AI assistants now answer your buyers' questions and cite three or four sources. I make sure you're one of them — the audit, the fix plan, and the build itself.
Twenty years of senior product leadership. I ship the build, not just the audit.
The window
The citations in your niche are being claimed now.
When an AI engine answers a buyer's question, it cites three or four sources. Once those sources are established for the questions that matter in your niche, they become the default answer set — and late entrants have to displace an incumbent rather than fill a gap.
The cost of waiting a quarter isn't a quarter. It's watching a competitor become the answer.
"Your rooms might be $4,000 a night, but if the bots can't read you, they can't recommend you."
Next step
The next engagement window
is being scoped now.
Bring three questions your buyers ask. We'll check live who the AI engines cite — and whether it's you. No deck, no prep.
60-second brief · 15-minute live check · 2027 slots
Beyond GEO: I also take fractional product leadership and forward-deployed AI delivery engagements — mention it when you book.