Growth analytics · Decision support

Scenario-Based Predictive LTV & Payback Calculator

Model revenue, contribution LTV, discounted value, CAC payback and required growth improvements through D180.

Recommended decision

Hold and optimize

CAC is recovered, but the selected growth targets are not reached.

Contribution LTV D90

$96

Revenue $157 · Gross profit $113

Contribution LTV D180

$140

Discounted $137

Predicted payback

Day 135

Discounted: Day 139

LTV / CAC D180

1.17x

Target 3.0x

ROI D180

17%

D90 ROI -20%

D180 retention

36.0%

Cumulative churn 64.0%

Scenario contribution forecast

Cumulative contribution compared with the CAC threshold.

Targets and required improvements

Indicative requirements assuming all other inputs remain unchanged.

Maximum CAC for 3.0x LTV/CAC

$47

Based on D180 contribution LTV.

Maximum CAC for payback by D90

$96

Based on cumulative contribution by the selected day.

Required recurring revenue

$171

Current: $55

Required retention uplift

Not feasible

Applied to each retention checkpoint.

Combined maximum allowable CAC: $47. This is the stricter of the LTV/CAC and payback constraints.

Scenario comparison

Stress-test the economics before increasing acquisition spend.

Conservative

$122

Contribution LTV D180

LTV / CAC1.01x
PaybackDay 175
ROI D1801%

Base

$140

Contribution LTV D180

LTV / CAC1.17x
PaybackDay 135
ROI D18017%

Optimistic

$161

Contribution LTV D180

LTV / CAC1.34x
PaybackDay 109
ROI D18034%

Base scenario breakdown

Expected values per originally acquired customer.

PeriodStart retentionEnd retentionAvg. activeRevenueGross profitOne-time costVariable costContributionDiscountedCumulative LTV
D30100.0%78.0%89.0%$85.00$61.20$4.00$5.34$51.86$51.46$51.86
D6078.0%64.0%71.0%$39.05$28.12$0.00$4.26$23.86$23.49$75.72
D9064.0%54.0%59.0%$32.45$23.36$0.00$3.54$19.82$19.36$95.54
D12054.0%47.0%50.5%$27.78$20.00$0.00$3.03$16.97$16.44$112.51
D15047.0%41.5%44.3%$24.34$17.52$0.00$2.66$14.87$14.30$127.38
D18041.5%36.0%38.7%$21.31$15.34$0.00$2.32$13.02$12.42$140.40

AI Growth Analysis

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AI-powered report

Decision

Hold and optimize

D180 LTV / CAC

1.17x

Predicted payback

Day 135

Methodology

Revenue

D0–D30 revenue is entered directly. Later revenue equals recurring revenue multiplied by average active share.

Contribution

Gross profit minus one-time customer cost and expected active-customer variable costs.

Discounted LTV

Each period contribution is discounted using an annual rate converted to a 30-day equivalent.

Reverse calculation

Numerical solvers estimate the minimum recurring revenue or retention uplift needed to reach both selected targets.

This is a deterministic scenario-based model, not a trained machine-learning forecast. Its outputs become stronger when assumptions are derived from actual cohort data.