Marketing blames product, product blames data

By
Mukund Kabra

"Marketing blames product, product blames data" is usually a symptom, not the root cause. Define one source of truth, standardize definitions, and instrument the funnel so decisions are driven by comparable numbers.

Category:
Measurement
Reading time:
2
min read
Published on:
January 24, 2026

Marketing blames product, product blames data

Problem

Marketing blames product, product blames data is rarely the real problem. The real problem is what it does to decisions. You lose the ability to make confident tradeoffs. The cost is not just reporting confusion. It is slow decisions, misaligned priorities, and growth bets that are impossible to prove or kill. Without trusted instrumentation, you cannot separate a real signal from noise, so the safest choice becomes doing nothing or doing more of the same. You end up optimizing what is measurable, not what is meaningful, which quietly pushes spend and effort into the wrong places. By the time the problem is obvious, it has already taxed every team that depends on the signal.

Insight

Cross-functional tension is what happens when systems drift faster than alignment. Marketing optimizes for acquisition, product for activation, and data for accuracy. Each team is technically right, but collectively ineffective. The deeper issue isn't communication, it's ownership. No one owns the growth system end to end, so problems show up as finger-pointing instead of patterns. Metrics mean different things across tools, user journeys are tracked inconsistently, and decisions get made on partial truth. The real signal gets lost in the noise of internal narratives. The fix isn't another sync, it's rebuilding shared visibility and shared accountability around the same goals.

How Velocity Approaches It

We cut through the noise by reconnecting the system. Velocity starts by mapping how marketing, product, and data actually interact, where definitions diverge, where metrics break, and where ownership stops. We rebuild the measurement layer so every team works from the same source of truth, and tie performance directly to shared business outcomes. Once visibility is unified, collaboration stops being forced and starts being functional. Teams start solving together instead of defending separately. If you're done managing blame instead of progress, we'll help you get everyone pulling toward the same growth engine.

Tags:  
Customer Feedback Framework; Feedback Loops; Voice Of Customer; Insight Management; Cx Analytics; Product Feedback

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