PMOS_LAYER_07 // THE MEASUREMENT LAYER

Clicks Don’t Matter.
Stage Movement Does.

We measure how media influences stage progression, opportunity creation, and deal acceleration—optimization tied to revenue motion.

Proving Acceleration

Measurement Path: OS Cohort Velocity

The core OS standard. We track cohorts of accounts activated by the system and measure the delta in stage duration compared to your historical 12-month baseline.

  • 01 Establish Stage-Specific Duration Baselines
  • 02 Tag accounts by OS Activation Date
  • 03 Measure 'Time-to-Stage-Change' for exposed vs control
  • 04 Calculate Velocity Acceleration % and yield index

Velocity Output View

BASELINE_VELOCITY45 Days (Stage 1→2)
EXPOSED_VELOCITY18 Days (Stage 1→2)
COMPRESSION_DELTA-60% Reduction
VELOCITY_INDEX2.4x (High)

The Attribution Illusion

Traditional attribution over-credits channels and under-explains acceleration. We focus on velocity—because movement correlates with revenue.

Definition: Velocity-Influenced Account

An account where stage progression exceeds historical baseline within a defined window post-activation.

BEFORE: CTR improved → no revenue change
AFTER: Stage 1→2 compressed from 45d to 18d
// VELOCITY_MODEL_DIAGNOSTIC
Baseline Stage Duration45 Days
Exposed Stage Duration18 Days
Acceleration60% Faster
Opp Yield Lift+32%

Ready to Prove Incremental Lift?

Explore Layer 08: Win-Rate Lift →