The Pipeline Velocity Formula

Pipeline velocity is the rate at which revenue moves through your pipeline, measured in dollars per day. The formula has four variables: number of qualified opportunities, average deal value, win rate, and average sales cycle length. Velocity = (Opportunities x Deal Value x Win Rate) / Sales Cycle. Every pipeline improvement maps to one of these four levers — more opportunities, bigger deals, higher win rates, or shorter cycles. The velocity equation tells you which lever produces the most impact.

Pipeline Velocity = (Opportunities × Avg Deal Value × Win Rate) / Sales Cycle

Current State:
  Opportunities: 120
  Avg Deal Value: $52,000
  Win Rate: 22%
  Sales Cycle: 68 days

  Velocity = (120 × $52,000 × 0.22) / 68 = $20,188/day

Scenario Analysis — Which lever moves velocity most?
  +10% Opportunities (132):  $22,207/day  (+10.0%)
  +10% Deal Value ($57,200): $22,207/day  (+10.0%)
  +10% Win Rate (24.2%):     $22,207/day  (+10.0%)
  -10% Cycle Time (61 days): $22,431/day  (+11.1%)

All levers are roughly equal at 10% improvement.
The question: which lever is easiest to move 10% in your pipeline?

Velocity is also the bridge between pipeline and forecast. If your pipeline velocity is $20,000 per day and the quarter has 65 selling days remaining, the pipeline will produce approximately $1.3M in revenue. This is a physics-based forecast — derived from the observed rate of revenue movement, not from rep-by-rep deal predictions. Velocity-based forecasting complements deal-level forecasting by providing an independent check.