We map your citation share across the major answer engines for the questions your buyers actually ask — then show where you appear, where a competitor does instead, and what's driving it. No guesswork, no vanity metrics.
AI Visibility & AEO
Be the answer when your buyers ask AI.
Audit how AI represents you, restructure your expertise so engines cite it, and qualify the demand with an agent — so you're the answer when buyers ask ChatGPT, Claude or Google.
Build
Make your expertise machine-legible.
Your thinking is written for human readers and last-decade SEO. We restructure it into attributable answers, fix the entity and schema gaps, and ship the changes — so engines can connect your firm, people and proof into a trusted source.
Convert
Qualify the demand with an agent.
The demand AI visibility creates shouldn't land in a manual triage queue. Our agent qualifies inbound against your real criteria, books the call, and hands your team a brief — built on Katelyn, running in production.
Proof
3.4×
More qualified inbound from AI-assisted discovery, in 90 days
We thought AI search was a marketing problem. Graph showed us it was a representation problem — and fixed it in a quarter.
Managing Partner
Clay Consulting
The Answer-Space Audit framework.
The exact diagnostic we run to assess how AI represents a firm — yours to use. A practical worksheet for leaders, not a gated white paper.
Get the frameworkWhat leaders ask before an engagement.
How is this different from SEO?
SEO optimises for ranking on a results page. AI search visibility optimises for being cited in the answer that increasingly replaces that page. The disciplines overlap, but the unit of success is different — citation share in an answer, not position in a list. We treat it as a representation problem, not a keywords problem.
How long does it take to see results?
The audit delivers a clear read in the first two weeks. Implementation engagements run as a focused sprint, with measurable movement in citation share and qualified inbound typically inside 90 days.
Which engines do you cover?
ChatGPT, Claude, Google's AI Mode and the major answer engines your buyers actually use. We map coverage to your real buyer questions and verticals rather than chasing every surface indiscriminately.
Who is this for?
Mid-market and enterprise B2B firms in complex technical verticals — manufacturing, advanced materials, chemicals, energy, medical devices, financial services — where being misrepresented by an AI carries real commercial cost.
Go deeper on answer-space visibility.
View all resourcesTurn AI search into your largest pipeline source.
Start with an answer-space audit — a senior-led read on how AI represents you today, and the highest-leverage place to start.
Book an audit