RETENTION & ACQUISITION
Does customer value recover acquisition cost?
Estimate customer lifetime value (LTV) from monthly revenue, gross margin and customer churn. Compare it with customer acquisition cost (CAC), then see how customer losses delay recovery of that cost.
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Methodology
Contribution, retention and acquisition must match.
Monthly gross contribution is revenue per account multiplied by gross margin. At constant positive monthly customer churn c, expected lifetime contribution is that monthly contribution divided by c. LTV/CAC compares that gross contribution estimate with acquisition cost; it is not revenue return or a company valuation.
Simple payback divides CAC by monthly contribution and ignores churn during recovery. The cohort curve instead starts with one account earning contribution in month 1, then multiplies each later month by the surviving fraction. The first observed month whose cumulative contribution covers CAC is the cohort recovery date.
Illustrative worked example
At $100 monthly revenue, 80% margin and 5% monthly customer churn, contribution is $80 per month and LTV is $1,600. With $600 CAC, LTV/CAC is about 2.67× and simple payback is 7.5 months. After accounting for attrition, expected cumulative contribution first covers CAC at month 10.
| Measure | Illustrative result |
|---|---|
| Monthly gross contribution | $80 |
| Gross-margin LTV | $1,600 |
| Simple payback before churn | 7.5 months |
| Expected cohort recovery | Month 10 |
Assumptions and limits
- This is one stable segment: no expansion, price changes, cohort-age effects, discounting, overhead or customer-level variability. Gross contribution is not free cash flow.
- Zero churn with positive contribution gives an unbounded infinite-horizon estimate, not a finite LTV. At 100% churn the cohort earns month 1 contribution only.
- Zero CAC makes the ratio undefined and cost recovery immediate. Zero gross contribution cannot recover a positive CAC.
- When contribution is positive and monthly churn is between 0% and 100%, the cohort approaches its lifetime contribution limit without reaching it in a finite month. CAC equal to that limit therefore has no recovery month.
Why can a strong LTV/CAC ratio still create a cash problem?
Acquisition cost is paid before most recurring contribution is earned. Slow recovery can require substantial funding even when lifetime contribution exceeds CAC. Compare the cohort recovery month with cash runway, and use actual billing and collection dates for a cash plan.
Primary methodology references
David Skok: SaaS metrics definitions. Gross-margin LTV, CAC and months to recover acquisition cost. The geometric cohort schedule and first-month contribution convention are derived explicitly for this tool.
Worked examples explain the calculation, not expected business results.