Stage 02Growth OS Protocol

Attribution
Engine

We move beyond "last-click" fantasy. Our engine calculates the incremental lift of every channel, ensuring you only spend money where it actually drives profit.

System Priority: HIGH
0.0%
Expected Reliability

Highlighting the Truth

Industry "Noise"

Relying on Meta Ads Manager ROAS

Highlight "Signal"

Channel-agnostic Contribution Margin

Industry "Noise"

Optimizing for clicks

Highlight "Signal"

Optimizing for New Customer Revenue

The Attribution Engine Protocol

01

Incrementality Testing

Geo-holdout tests to find the true impact of your ad spend.

02

Probabilistic Modeling

Filling in the gaps left by privacy changes with high-confidence math.

03

Real-time Dashboards

Live feeds of CAC, LTV, and MER (Marketing Efficiency Ratio).

The Growth Stack

Triple WhaleNorthbeamMixpanelCustom Python Models