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    Three numbers that tell you when to scale: CAC, LTV and contribution margin

    Revenue can grow while a store quietly loses money on every new customer. Here's how CAC, LTV and contribution margin fit together, with a worked example in rupees, and the one check to run before you scale ads.

    Illustration: CAC, LTV and contribution margin for an online store
    Yashh Mittal
    Yashh Mittal
    Founder
    14 Aug 2026 · 4 min read
    Topic: Ads, analytics & growth
    In short

    CAC, LTV and contribution margin tell you if growth pays. CAC is marketing spend divided by new customers. Contribution margin is what one order leaves after its variable costs. LTV is that margin times the orders a buyer places. When LTV is about three times CAC, you can scale.

    Three numbers that decide if you scale

    Revenue can grow while you lose money on every new buyer. Three numbers show whether growth pays. Customer acquisition cost (CAC) is what you spend to win a buyer. Contribution margin is what one order leaves after its own costs. Lifetime value (LTV) is what a buyer is worth across all their orders. Put them side by side and the answer is plain.

    The three metrics at a glance

    MetricFormulaWhat it tells you
    CACMarketing spend / new customers wonWhat one new buyer costs you
    Contribution margin per orderOrder value - product, shipping, packaging, payment and returns costsWhat each order leaves to pay back ads and overheads
    LTVContribution margin per order x orders per customerWhat a buyer is worth over time
    LTV to CACLTV / CACWhether a buyer pays back what it cost to win them

    Customer acquisition cost

    CAC is your marketing spend divided by the new customers it brought. As a worked example, spend ₹50,000 on ads and creator posts in a month, win 100 new buyers, and your CAC is ₹500. Count only new customers, not repeat orders. Include everything you paid to get them, such as ads, free samples for creators and first-order coupons. Work it out per channel too. Meta, Google and creators rarely cost the same per buyer, and a blended CAC hides the channel that is losing money.

    Contribution margin per order

    Contribution margin is the order value minus the costs that come with that order. That means product cost, shipping, packaging, payment charges and returns. Leave ads out, because CAC already counts them. In our example, a ₹1,000 order with ₹600 of those costs leaves ₹400. That ₹400 pays back your CAC first, then rent and salaries. On COD, count the shipping you lose on parcels that come back. It is easy to miss, and it can turn a healthy margin thin.

    Lifetime value

    LTV is what a buyer is worth over every order they place. Use contribution margin, not revenue, so costs are already taken out. If a typical buyer orders three times, their LTV is ₹400 times 3, or ₹1,200. Base the order count on your real repeat data, not hope. A new store can use a short window, such as orders in the first year.

    The LTV to CAC check

    Divide LTV by CAC. In our example, ₹1,200 divided by ₹500 is 2.4. A common benchmark is about 3 to 1. Below that, each buyer barely repays the cost of winning them. Look at the first order too. It leaves ₹400, but the buyer cost ₹500, so you are ₹100 down until they order again. That is fine only if they really come back. The other end matters too. Shopify notes that a ratio above 5 to 1 can mean you are not investing enough in growth.

    Improving each number

    Each number has its own levers. Lower CAC with better creatives, tighter audiences and a product page that converts. Raise contribution margin with bundles, fewer COD returns and cheaper shipping rates. Raise LTV with a product worth buying again, email follow-ups and a loyalty reward. The Storemate's built-in analytics show sales, orders, average order value and customers in one place, which gives you the inputs for all three.

    Frequently asked questions

    What is a good LTV to CAC ratio?

    A common benchmark is about 3 to 1, meaning a buyer brings in three times what it cost to win them. Shopify describes 3:1 to 5:1 as a range where acquisition is working efficiently.

    Should LTV use revenue or margin?

    Use contribution margin for the LTV to CAC check. Revenue-based LTV makes the ratio look better than it is, because it ignores product, shipping and payment costs on every order.

    What if my first order loses money?

    That can be fine if repeat orders recover it. Work out how many orders a buyer needs before their contribution margin covers the CAC, and check that your real repeat rate gets there.

    Sources

    • Shopify - Customer acquisition cost: calculate and reduce it
    • Shopify - What is customer lifetime value
    • Shopify - Contribution margin: definition, formula and example

    Keep reading

    • MarketingWhat ROAS should a D2C brand aim for? Start from your margin
    • GuidesThe store metrics every small merchant should track weekly
    • GuidesHow to price a product in India, one cost at a time
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