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Customer lifetime value (LTV): how to calculate and use it

By Reckona AIUpdated 29 July 20267 min read

Most businesses judge whether a customer was 'worth it' based on the first purchase alone. That's the wrong number — LTV captures the full relationship, and it's often the difference between a channel that looks unprofitable and one that's actually your best.

The basic calculation

LTV = average order value × purchase frequency × average customer lifespan

A simplified version many businesses start with: average revenue per customer per year × average years retained. Refine it further by subtracting cost-to-serve for a true profit-based LTV, not just revenue.

Why LTV should shape acquisition spend

Looking only at first purchaseLooking at LTV
A ₹2,000 CAC against a ₹1,500 first order looks unprofitableThe same CAC against a ₹15,000 three-year LTV is a strong investment
Leads to under-investing in retentionJustifies retention spend that pays back over the relationship, not the first sale

A business that only evaluates channels by first-purchase profit will systematically underinvest in acquisition, cutting channels that are actually profitable over the customer's full lifetime.

The mistake most businesses make

Treating LTV as a fixed number rather than something that varies significantly by acquisition channel, product line and cohort. A customer acquired through a referral often has meaningfully higher LTV than one acquired through a discount-driven ad — segment LTV by source before making acquisition decisions based on it.

The practical use: your maximum acceptable CAC should be a fraction of LTV, not a fraction of first-order profit. This single reframe often unlocks acquisition spend a business had wrongly written off as unprofitable.

The full build

See our D2C growth guide and attribution guide for connecting LTV to real channel decisions.

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