What Enterprise Marketing Leaders Get Wrong About AI Search (And Why It's Going to Cost Them)

AI search has landed on your desk — as a slide, a "GEO pilot," or a vendor pitch — and odds are it got filed where every emerging channel goes: experiments. Test it small, hand it to a junior team, revisit next quarter. That categorization is the single most expensive mistake enterprise marketing leaders are making right now, because AI search isn't a channel at all. It's the layer where customers form opinions about your brand before they ever reach you. The organizations treating it as a pilot will retrofit under pressure at far higher cost, while competitors who built it as infrastructure have already claimed the ground. Here's what leaders get wrong, why each error costs them, and what the right executive framing looks like.