Marketing

Customer lifetime value

What a customer is worth over all their orders, not just the first.

Formula

Customer lifetime value = Σ contribution of a cohort's orders ÷ customers in the cohort

By months since the first order.

The short answer

Customer lifetime value, LTV, is what a customer is worth across every order they place, not only the first. Measured in revenue it says how much they spend; measured in contribution, after goods, parcels and payment fees, it says how much they leave, which is the figure to set against what winning them cost.

The honest way to measure it is by cohort: group customers by the month of their first order and follow each group forward, adding up what its customers spent in the first month, the first three, the first year. A single store-wide average mixes customers who arrived last week with customers who have had two years to come back, and it flatters or punishes the figure depending on how fast the store is growing.

Recent cohorts have not had time to show their value, so their later months are unknown rather than zero. A curve that counts them as zero drags the average down; one that projects them forward invents money. Leaving those months blank, and averaging each point only over the customers old enough to have reached it, keeps the figure a fact about the past.

Revenue LTV is the version most often quoted, and it overstates what a customer is worth by every cost their orders bring. Contribution LTV, after goods, parcels and fees, is the one that pays back acquisition, and the month it passes blended CAC is the payback point. The customer lifetime value calculator works out both readings from your own figures, and the CAC payback calculator the month a customer pays back what winning them cost.

In nouz this is the LTV tab in Insights: cohorts by first-order month, curves in revenue and in contribution, the payback month against blended CAC, and LTV by first product, by first-order promotion and by country, which is where a strong first order with a weak repeat rate shows up. Refunds are not taken off the value, and the tab says so; guest orders, with no customer to follow, are left out and counted.

Where you see it in nouz

Insights, the LTV tab: cohorts by first-order month, in revenue and in contribution, with the payback month against blended CAC.

app.nouz.co/insights
Insights, LTV tab: customer value over time against blended CAC, with the payback read out.
Insights, LTV tab: customer value over time against blended CAC, with the payback read out.

Questions

Customer lifetime value, answered.

How do you calculate customer lifetime value?
Group customers by the month of their first order, add up what each group's orders were worth in the months that followed, and divide by the number of customers in the group. Measure it in contribution as well as revenue to compare it with acquisition cost.
Why measure LTV in contribution rather than revenue?
Because revenue includes the goods, the parcel and the fee, none of which repay acquisition. Contribution LTV is what a customer actually leaves, and the month it passes CAC is the real payback.
Why are the later months of recent cohorts empty?
Because those customers have not had the time yet. A month that has not happened is unknown rather than zero, and filling it with a projection would invent money.

See this on your own store, every morning.

nouz installs from the Shopify App Store, where the listing is in review. It builds your whole statement from your own orders, refunds and costs, every night, and imports every order your store has ever taken.

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