The CFO Is Right to Question Marketing ROI.

When a CFO challenges marketing’s contribution to pipeline, the standard response is a deck showing impressions, MQLs, and campaign performance. None of those metrics answer the actual question: which marketing investment, if removed, would have materially reduced revenue? That is a question almost no B2B technology organization can currently answer — because their attribution model was not built to answer it.

How should CROs and finance-aligned revenue leaders evaluate and improve B2B marketing attribution to make investment decisions with confidence?

According to Improvado, companies using advanced attribution models report 15–30% lower customer acquisition costs and up to 40% improvement in marketing ROI — not because they spent more, but because they stopped funding the wrong things. Level 4–5 attribution maturity organizations achieve 40–50% better marketing ROI than peers still relying on basic last-touch or no-attribution approaches.

According to Forrester, “Stop investing in new product introductions (NPI) as the focal point for marketing cycles — an outsized focus on launches is a symptom of a product-led rather than a customer-led organization.” For CROs, this challenges the default allocation model: if most of your marketing budget flows to product launch events, you are measuring marketing on a metric that does not correlate with long-cycle revenue outcomes.

CROs who align with their CMO on attribution model rigor — not just revenue targets — create the conditions for investment decisions that both functions can defend to a board. That requires measurement infrastructure that traces buyer engagement — including interactive content consumption, demo activity, and engagement depth — to commercial outcomes. Kaon’s analytics capabilities give revenue leaders the data layer that connects buyer engagement to pipeline, making the conversation with finance a matter of evidence rather than estimation.