Pipeline Velocity
A composite of the four variables determining how fast pipeline converts to revenue: number of opportunities, average deal size, win rate, and sales cycle length.
The calculation
Qualified opportunities × average deal value × win rate ÷ average cycle length in days. The result is revenue per day, which is a strange unit to manage against and a useful one to decompose.
Its value is the decomposition
The headline figure is less informative than its parts. When velocity falls, exactly one of four things happened: fewer opportunities, smaller deals, a lower win rate, or a longer cycle. Each has a different cause and a different response, and the composite tells you which to investigate.
| Input moved | Likely cause | Where to look |
|---|---|---|
| Opportunity count down | Demand or qualification change | Creation volume by source |
| Deal size down | Segment mix shift | Won deals by segment |
| Win rate down | Competitive or qualification | Loss reasons, no-decision share |
| Cycle longer | Process or buying-committee change | Time in stage, stage where it grew |
Source: Diagnostic framing stated here
Why it is a poor target
Computing it defensibly
Compute per segment and per motion. A blended figure averages populations with structurally different inputs.
Use median cycle length rather than mean — a handful of very long deals distorts the mean badly.
Hold the opportunity creation criterion constant, since it silently determines both the count and the win rate.
Report the four inputs alongside the composite, always. The composite alone cannot be acted on.
RELATED TERMS
Sales Cycle Length
The elapsed time from an opportunity's creation to its close. The time dimension underneath capacity planning and forecasting.
Average Deal Size
The mean value of closed-won opportunities over a period. An input to pipeline velocity and capacity planning.
Pipeline Coverage
The ratio of open pipeline value to the target for a period. Answers whether there is enough in play to hit the number at historical conversion rates.
Win Rate
The proportion of opportunities that close won, measured against a defined denominator — which is where most of the disagreement lives.
COMMON QUESTIONS
- How do you calculate pipeline velocity?
- Number of qualified opportunities multiplied by average deal value multiplied by win rate, divided by average sales cycle length in days. The output is revenue per day.
- What is pipeline velocity used for?
- Diagnosis. Its value is that it decomposes — when velocity falls you can see which of the four inputs moved, which is more actionable than the headline number.
- Why is pipeline velocity a poor target?
- Because it improves when you shorten cycles by pursuing only easy deals, or raise win rate by disqualifying aggressively. Each input is individually gameable, and the composite conceals which one moved.
- Should velocity be calculated per segment?
- Yes. Enterprise and self-serve motions have different cycle lengths and deal sizes, and a blended velocity describes neither. The segment view is the one that supports a decision.
Learn how to apply this: RevOps 101: Revenue Operations Foundations
Definitions are the vocabulary. The courses are where you learn to operate it, with the interactive audit tools.
See the course