Product launches or retirements
What you sell changed
When old and new facts stay live at the same time, AI can merge both into one confident, incorrect answer. SurfaceGX finds the conflict, gives your team the fixes, and checks what changed.
A stale AI answer is not a vanity problem. It is a pricing problem, a churn problem and a legal problem.
That risk rises when a material change leaves old facts, pages and technical signals behind.
What you sell changed
How buyers purchase changed
How the market should know you changed
Your company story changed
Who represents the business changed
Where AI finds the facts changed
SurfaceGX aligns your owned sources and technical signals with the new facts so buyers, customers and journalists get the right answer.
Its answer can be shaped by every version of your story still available across the web.
in U.S. revenue is projected to flow through AI-powered search by 2028.
McKinsey, 2025A fixed-scope engagement that turns a fuzzy visibility problem into a dated, implementable record of what was found, fixed, and rechecked.
Lock the approved old-versus-new facts for one important company change.
Test priority buyer questions across a bounded, relevant set of AI engines.
Find the owned-source and technical conflicts keeping the old story alive.
Receive five implementation-ready Fix Cards your team can ship.
Rerun the priority questions after deployment and record what changed.
Focused enough to finish. Substantive enough to hand to the people who need to act.
The Sprint identifies and documents changes across copy, schema, technical SEO, implementation, PR and authority-building, and ongoing AI accuracy monitoring. Your team keeps the client relationship and the implementation work.
Tell us what is changing and when. We will tell you whether it fits a Sprint before you spend anything.
Discuss your change