Financial analysis

Unit economics: reading CAC, LTV and payback honestly

Unit economics are the smallest model of a business that can still be wrong in interesting ways. Most disputes about them are definitional, so start by pinning the definitions.

Published 24 August 2026 · 8 min read

Article

Fully loaded CAC, or none at all

Customer acquisition cost is total sales and marketing spend in a period divided by new customers acquired in that period. Fully loaded means salaries, commissions, tooling and content — not just paid media. Excluding headcount typically understates CAC by two to four times in a sales-led business.

Where the sales cycle is long, lag the numerator: spend in Q1 acquires customers in Q2. Ignoring the lag flatters a company that has just cut marketing and penalises one that has just scaled it.

LTV is gross margin, discounted, with real churn

Lifetime value uses gross profit, not revenue. A business with 55% gross margin and a $1,000 annual contract contributes $550 a year, not $1,000. Then apply the observed retention curve rather than a single average churn rate — early-cohort churn is almost always higher than blended churn suggests.

For companies under three years old, cap the horizon at 36 months. Extrapolating a lifetime beyond the observed data produces a number that describes an assumption, not a customer base.

MetricHonest definitionCommon distortion
CACFully loaded S&M ÷ new customers, laggedPaid media only
LTVGross profit × retained months, discountedRevenue × 1/churn, uncapped
PaybackMonths until cumulative gross profit = CACRevenue-based payback
NRRExpansion − churn − contraction on a fixed cohortNew logos counted as expansion

Payback period is the metric that constrains growth

LTV:CAC describes eventual profitability; payback describes how much cash a growth plan consumes before it returns any. A company with a strong ratio and a 30-month payback still needs a large balance sheet to grow, because each new customer is a 30-month loan.

Under 12 months is comfortable for SMB motions, 12–24 months is normal for mid-market, and beyond 24 months growth is effectively a financing decision rather than an operating one.

What to check before trusting any of it

  • Cohort table by signup month, not a blended average
  • Gross margin after hosting, support and third-party fees
  • Whether expansion revenue is netted against churn or double-counted
  • Sample size — ratios computed on fewer than 50 customers are anecdotes

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