Figure 1From “The sales-cycle number changes when the stages change”
Declare the cycle before comparing it
Complete the event definition beside every cycle number. A duration without a declared path is not ready for comparison.
Figure 1Declare the cycle before comparing it
| Measurement field | Option to declare | Why it changes the number | Check before comparing |
|---|---|---|---|
| Start event | Inquiry, qualified opportunity, first human action, or another named event | Earlier starts include more waiting and exploration. | Is the event recorded consistently? |
| State path | Straight progression, return allowed, or restart rule | A return can be progress, delay, or a new observation. | Does the system preserve state changes? |
| Stop event | Won, lost, canceled, contract signed, or another endpoint | Endpoints select different populations. | Are open paths excluded or censored explicitly? |
| Time unit | Calendar days, business days, quarters, or elapsed periods | Unit and boundary rules change duration. | Are pauses, weekends, and waiting periods treated alike? |
| Outcome | Won, lost, canceled, open, or separate outcome | Mixed outcomes can hide different mechanisms. | Can the reader reproduce the denominator? |
Swipe or scroll horizontally if the table is wider than your screen.
Source: Author's measurement table grounded in Marvasti et al. (2021), Virtanen, Parvinen, and Rollins (2015), and Goodman (1972). The table is a reader-run definition tool, not a benchmark.
From the essay
Revenue operations & AI
The sales-cycle number changes when the stages change
A cycle length is comparable only after its start, stop, outcome, and skipped stages are fixed. The number is a definition before it is a benchmark.
Read the essayThis exhibit belongs to an essay: the numbers live here, the argument lives there.
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