The Challenge: Attribution Accuracy and Scaling Without Second-Guessing
As an agency owner managing multiple client accounts, Alvaro Berrios needed to make fast, high-stakes decisions — about budgets, scaling, creative, and channel strategy. But there was one thing standing in the way: attribution uncertainty.
Without accurate attribution:
In the agency world, confidence is currency — and without trusted attribution, it’s hard to scale performance or maintain client trust.
- Scaling successful campaigns felt risky
- Reporting results to clients was often met with skepticism
- Optimization became reactive, not proactive
- There was always a fear something important was being missed
I needed to know with confidence which ads and campaigns were driving real results



