Test 04
The NRR Allocation Test
Is net revenue retention a customer success outcome, or an allocation decision nobody is making?
What everyone does instead
Commercial capacity is split between new logo acquisition, retention and expansion at budget time, then held fixed for four quarters. The split is inherited from how the organisation was structured, usually before recurring revenue was the dominant model. Marginal return per hour on each activity is not computed, so the split is never revisited on evidence.
What to compute
- Marginal economic profit per hour for each of the three activities, computed from your own win rates, deal sizes, expansion rates and loaded costs.
- Current allocation of proactive hours across the three.
- The reallocation that equalises marginal return, with the diminishing-returns curve stated explicitly.
The arithmetic
$62M ARR, 118% net retention, 28 reps and 6 CSMs New-logo pursuit $148 per hour 1.0x 90.6% of proactive hours Retention intervention $535 per hour 3.6x 5.1% Expansion pursuit $1,356 per hour 9.2x 4.3% Gross gap, new logo to expansion $1,356 - $148 $1,208 per hour Realised value after diminishing returns 1,400 hours moved $1,460,000 $1,043 per hour 2,100 hours moved $2,044,000 $973 per hour 2,800 hours moved $2,530,000 $904 per hour $2,044,000 / $62,000,000 3.3% of ARR
Worked example
A $62M ARR business at 118% NRR: $148 marginal profit per hour on new-logo pursuit against $1,356 on expansion, with 90.6% of proactive hours pointed at the former. Moving 2,100 hours across is worth about $2.04M a year, or 3.3% of ARR.
Illustrative figures. The relationship shown is the hypothesis the test exists to check.
What changes if this is true
Net revenue retention stops being a metric someone is judged on and becomes a decision someone can make. The split between new logo, retention and expansion was set at budget and has not been revisited while the marginal returns moved underneath it. Once the marginals are visible, the split is a quarterly decision rather than an annual inheritance.
What you need and how long
Opportunity and expansion history by type
- Where it lives
- CRM
- Days
- 1
Renewal and expansion outcomes
- Where it lives
- Billing
- Days
- 1
Headcount, hours and loaded cost by role
- Where it lives
- Finance and HR
- Days
- 0.5
Marginal economics and reallocation
- Where it lives
- Analysis
- Days
- 2
Every test runs on the same two extracts, forecast history from the CRM and contract history from billing, pulled by a RevOps analyst in about an hour. Everything is measured against your own outcomes: no benchmark, no composite, no assumed uplift.