Every B2B marketer has sat through this meeting. The dashboard looks better than it did last quarter, cost per lead is down, the chart points the right way, and then someone from sales says the leads are garbage. Both people are reading real data. The trouble is that a form fill is the opening move in a B2B purchase rather than the end of one, so a number built on form fills can keep improving while nothing downstream of it changes at all.
We build against the metrics your CFO already recognizes. That can sound like a reporting preference, but it works more like an engineering constraint, because it changes what gets built and in what order. A keyword producing a hundred leads a month at a ten dollar cost per lead is not efficient if none of those leads ever reaches a sales conversation, and no ad platform will ever tell you that. Only your CRM knows, and it only knows if somebody wired it to know.
Marketing qualified leads→
Sales qualified leads→
Opportunities→
Pipeline→
Closed-won revenue
The bidding consequence is the part most programs never get around to fixing. An algorithm told to find people who submit forms will go and find people who submit forms, and it will get very good at it.
Give that same algorithm qualified pipeline instead and it goes looking for buyers.
Everything else on this page exists to make that switch possible.