Customer Success

NRR Simulator

A cohort's net revenue retention, its three components, and what a scenario moves.

NRR Simulator

Net revenue retention reaches the board pack as one number. Three movements pulling against each other produced it, and the total shows none of them. A stable but undeveloped base reads exactly like a leaking base rescued by a handful of fast-growing accounts. The plan and the headcount those two situations call for have nothing in common; the aggregate has removed what the decision runs on.

The calculation lives in a spreadsheet rebuilt for every review, one nobody can reproduce a quarter later. Definitions drift on the way: a downward renegotiation books as contraction once and as partial churn the next time. The series stops being comparable and scenario discussion stalls for want of a shared basis. The simulator fixes the conventions and shows the gap between two assumptions.

NRR Simulator

How to read the result

What you enter

  • Opening recurring revenue for the cohort
  • Expansion: upsell, cross-sell, contracted volume increases
  • Contraction: downgrades, seat reductions, downward renegotiations
  • Churn: revenue from accounts lost outright
  • Scenario tested: expansion points gained or contraction points avoided

How to read the result

  • Opposite structures produce identical totals: NRR only reads alongside its components
  • The gap between scenario and baseline names the lever that carries weight in this cohort
  • Above 100%, broad contraction can sit in the shadow of a few concentrated expansions
  • What gets settled next: defend the installed base, or fund growth

What the result does not tell you

  • The cohort is closed. No new-logo revenue enters it, and total company growth stays outside the frame.
  • An account already lost but still inside its notice period appears nowhere: this is a closed-period measure, and the loss lands in the next one.
  • Expansion shows as an amount, never as a cause. An indexed price increase looks identical to usage-driven growth, though only one of them repeats.
  • The scenario holds the other components still. Badly calibrated upsell pressure on fragile accounts feeds contraction all the same, and the arithmetic does not carry it.

Useful for framing a budget round or a portfolio review. The reported figure for the period is produced somewhere else.

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