The buyer journey is no longer simply digital. It is increasingly mediated by AI systems that synthesize information, compare options, and influence decisions before a buyer ever reaches a brand’s website.
The interface to the market is changing
For two decades, marketing teams designed journeys around search, websites, campaigns, and sales conversations. Those touchpoints still matter, but buyers increasingly begin with an AI assistant that compresses many sources into one answer.
That shift changes the unit of competition. Brands are no longer competing only for clicks or share of voice. They are competing to be accurately understood, credibly represented, and meaningfully recommended by AI systems.
GEO is an operating challenge, not an SEO add-on
Generative engine optimization will be treated as a channel tactic by many organizations. That is too narrow. AI visibility is shaped by positioning, product evidence, third-party authority, content structure, data quality, and the consistency of a brand’s claims across the open web.
No single team controls all of those inputs. Progress requires a cross-functional operating model spanning brand, content, communications, product marketing, analytics, and web operations.
What GTM leaders should do now
Start with a baseline. Test the questions buyers actually ask, compare how your brand and competitors are represented, and identify the sources shaping those answers. Then separate visibility problems from positioning, evidence, and authority problems.
The goal is not to chase every model response. It is to build a durable system that makes the brand easier to understand, verify, and recommend—wherever the next buyer journey begins.