The invisible first meeting
B2B buyers do most of their research before talking to sales, and a growing slice of that research is AI conversation: “we need SOC 2 compliant options that integrate with NetSuite.” The assistant’s answer is the first vendor meeting, held without you. Our research shows shortlists often form in that single exchange.
Long cycles amplify the effect
B2B recommendations get cross-checked: the ChatGPT shortlist is verified in Perplexity, the security question asked in Claude, the pricing sanity-checked in Gemini. Consistency across all four assistants compounds trust; contradiction anywhere plants doubt that sales has to dig out later, if it gets the chance.
What enterprise buyers ask AI
Integration compatibility, compliance posture, implementation timelines, pricing models, migration risk. Vendors who publish direct answers to these questions become the quoted source across the whole evaluation. Vendors who gate everything behind “talk to sales” are absent from the conversation that decides whether sales gets talked to.
The consensus problem
Assistants recommend the vendor the web agrees on: review sites, comparison articles, community threads, analyst mentions. A superior product with a thin consensus footprint loses AI answers to a louder competitor. Building that corroboration deliberately is the core of B2B GEO.
Instrument the funnel you cannot see
You cannot read buyers’ AI chats, but you can sample them: run your market’s real evaluation questions across the four assistants continuously and measure your mention rate, framing, and competitor share. Aethon runs this as a managed program and ships the fixes that move the numbers.