The framework, explained
What it is#
Customer lifetime value (LTV) estimates the profit a customer brings over their relationship with the brand; customer acquisition cost (CAC) is what it costs to win one. The calculator multiplies order value, orders a year, gross margin and expected years to give a simple, undiscounted LTV; divides it by CAC to give the ratio; and divides CAC by the monthly gross profit a customer brings to give the payback period in months. The terms are in the glossary: LTV and CAC.
The simple lifetime value
- 1Order value
What a customer spends per order
- 2Orders a year
How often they buy
- 3Gross margin
The share of revenue that is profit after direct costs
- 4Years
How long they stay, on average
Where it comes from#
The idea that customers are assets with a value comes from marketing science. In "Valuing Customers", published in the Journal of Marketing Research in 2004, Sunil Gupta, Donald Lehmann and Jennifer Ames Stuart defined the value of a customer to a firm as the expected sum of discounted future earnings, based on assumptions about retention and profit margin, and showed that valuing customers makes it possible to value whole firms, including fast-growing firms with negative earnings1. The paper won the 2009 William F. O'Dell Award for the Journal of Marketing Research article with the most significant long-term contribution2. Kotler and Keller's Marketing Management teaches customer lifetime value as part of building customer relationships3, and Knowledge at Wharton has written about what customers are really worth4.
The calculator uses the simplest form, without discounting and with an average lifetime instead of a retention model, so that anyone can use it in a meeting. Gupta, Lehmann and Stuart's full method discounts future earnings and models retention explicitly1.
How to fill it in#
From data to decision
- 1Gather
Order value, frequency, margin and lifetime from your own records
- 2Calculate
LTV, the ratio and the payback period
- 3Compare
By channel, cohort or market, and over time
- 4Decide
Where to spend more to acquire, and where to improve retention
- Order value the average spend per order, from your own sales data.
- Orders a year the average purchase frequency of a retained customer.
- Gross margin revenue minus direct costs, as a percentage; use the product margin, not the company's net margin.
- Years how long the average customer stays; for subscriptions, roughly one divided by the yearly churn rate.
- Acquisition cost total acquisition spend in a period divided by new customers won in it; include media, offers and sales costs.
A worked example#
Illustrative figures for the fictional Ourika Roasters; not benchmarks.
An order value of 30, six orders a year, a gross margin of 40% and three years give a lifetime value of 216. With an acquisition cost of 60, the ratio is 3.6 and a new subscriber pays back their acquisition cost in about 10 months. The team then runs the same numbers for subscribers won in cafés and for those won through paid social, and moves budget towards the source with the better ratio while watching that its volume holds.
Common mistakes#
- Revenue instead of margin It inflates the value by the cost of goods.
- Averaging everything Cohorts and channels differ; the average hides where value is made.
- Undercounting acquisition cost Offers, sales time and agency fees are acquisition costs too.
- Treating the ratio as a target to maximise Cutting acquisition spend raises the ratio and can shrink the business.
- Forgetting discounting For long lifetimes, money later is worth less than money now1.
Further reading#
- Gupta, Lehmann and Stuart, "Valuing Customers"1, and the O'Dell Award2.
- Kotler and Keller on customer lifetime value3; Knowledge at Wharton4.
- On IMC Report: CRM and loyalty.
Sources
Every claim worth checking, with somewhere to check it.
- Valuing Customers (Sunil Gupta, Donald R. Lehmann and Jennifer Ames Stuart), Journal of Marketing Research 41(1), authors' copyColumbia Business School · 2004-02
- Professor Lehmann wins 2009 William F. O'Dell AwardColumbia Business School (press release) · 2009
- Marketing Management, Global Edition, 17th edition (Kotler and Keller)Pearson · 2025
- What are your customers really worth?Knowledge at Wharton, University of Pennsylvania · accessed 2026-10