Two worlds: marketing and business

Why Your Marketing Has Data but No Decisions

If your marketing team keeps presenting ROAS while leadership wants to talk revenue, the problem isn’t your tools. It’s structural — and it has a name: measurement maturity gap.

April 1, 2026 · 11 min · Cairo Cananéa
Marketing attribution analysis showing revenue discrepancies by channel

An Attribution Model That Found a $216,000 Blind Spot in Marketing Investment

Last-click attribution can distort your entire marketing investment. I analyzed 35,000 e-commerce journeys using Markov Chains, Shapley Values, and XGBoost to prove which channels were stealing credit — and which ones were being ignored.

March 23, 2026 · 13 min · Cairo Cananea

Goldilocks and the Attribution Problem: there is no one-size-fits-all bed

Your default attribution model might be lying to you. Goldilocks explains why — and how to find the model that actually fits your business.

March 18, 2026 · 9 min · Cairo Cananea