There's a number I keep returning to in advisory conversations. Eighty percent. That's the share of B2B buyers who complete most of their journey alone, before they ever pick up the phone, write the email, or accept the discovery call. Demand Gen Report has been tracking it for a decade. 6sense confirmed it again in 2026. The number doesn't move much. What's changed is what now happens during that eighty percent.
Who is doing the scoring while nobody is in the room
In 2026, eighty-six percent of procurement teams have rolled out at least one AI agent. Nine in ten procurement leaders say they're implementing more within the next twelve months. The agents do exactly what they say on the tin, they read your website, scrape your knowledge panel, pull your LinkedIn corporate page, cross-check your filings against public registries, score you against your competitors, and produce a shortlist. The buyer reads the shortlist. The buyer never reads your About page.
For decades the answer to "how do we win B2B" was relationships. The relationship is still the close. The shortlist is now a machine. If you're not on it, you don't get to talk about your relationships.
Step three sold to companies that didn't do step zero
The AI industry is in step-three mode. AI strategy sprints, agentic pilot programs, fractional CAIOs, sovereign architectures. Every conference, every LinkedIn carousel, every consulting deck. Most of those programs are sold to companies that haven't done step zero.
Step zero, in my advisory practice, is brutally specific. It's whether a German procurement director, opening a supplier review on a Friday afternoon, can verify in thirty seconds that you are the company you claim to be. It's whether your knowledge panel exists. It's whether your LinkedIn aged past 2019. It's whether your site loads on a 4G connection during a train commute.
If the answer to step zero is no, the AI strategy sprint won't help. The AI will still work. The buyer just won't get to see it work.
Step three sold to step-zero customers. The AI industry's quiet exit problem.
I see this pattern most acutely in Italian mid-market B2B. Hundreds of operationally world-class companies, suppliers to global names you would recognize instantly, who never invested in digital visibility because they didn't need to in 2010. The orders came from factory visits, trade fairs, industry referrals. The world that buys them now does not visit factories. The world that buys them now is a procurement AI scoring them at three in the morning.
Why step zero is not a marketing job
Step zero is not a brand refresh. Not a new website. Not an agency engagement. It's an architectural decision about whether the company exists, recognizably and verifiably, in the digital layer that gates every other commercial conversation. It cuts across brand, content, technical SEO, schema markup, presence mapping, deliverability. Six surfaces, one coherence.
Most companies skip it because there is no obvious owner. Marketing thinks IT owns the schema markup. IT thinks marketing owns the LinkedIn. The board thinks somebody downstairs is handling it. Nobody is.
The result is the eighty percent journey running without you in it. Six months of AI strategy work, deployed cleanly, returning zero new contracts. Not because the AI failed, because the procurement agent ranked you below a competitor whose only advantage was being legible.
Why this matters for your business
If you're about to invest in an AI initiative in the next twelve months, the question I'd force you to answer first is not "which model". It's whether your business is discoverable, verifiable, and legible to the AI procurement agent that will rank you before anyone reads your demo. Step three is the visible work. Step zero is the gate.
The AI industry won't sell you step zero because it doesn't generate retainers, doesn't appear in case studies, doesn't work as a keynote at a Web Summit. It's also the only step that decides whether the rest of the chain returns anything.
Start from the floor. Everything else stands on it.
— Pan