Blended CAC versus channel CAC
Channel CAC is useful for allocation: paid social at $50 and paid search at $40 tells you where the next dollar may work harder. Blended CAC is useful for the business: it answers what the whole acquisition engine cost per new customer, including channels that do not report cleanly.
Both numbers can be true. A channel can look cheap on its own dashboard while the blended number rises because brand spend or an unattributed channel is doing part of the work.
What belongs in the numerator
Include paid social, paid search, influencers, affiliates and acquisition tools. Brand spend is a judgment call: if it supports acquisition but cannot be attributed to new customers, excluding it understates the true cost; including it raises blended CAC but reflects the total budget.
The denominator is new customers, not orders and not revenue. A returning customer who buys again is not a new acquisition, even though the order counts in revenue.
Worked example
Paid social $6,000 / 120 new customers = $50. Paid search $4,000 / 100 = $40. Other $2,000 / 80 = $25. Total spend is $12,000 and total new customers are 300, so blended CAC is $40.
If $3,000 of brand spend is included, total spend becomes $15,000 and blended CAC becomes $50. The channel CACs do not change; only the blended view does.
Does the first order cover CAC?
With a $30 first-order contribution, coverage is $30 ÷ $40 = 75%. The first order does not recover the acquisition cost; the customer needs a second purchase or a higher contribution to break even.
This is not automatically a failure. A subscription or repeat-purchase business can justify a first-order loss. The ratio makes the payback requirement explicit instead of hiding it in a blended ROAS.
Where the model stops
It does not reconcile platform attribution, include organic new customers, split by cohort or model time lag. It also assumes one currency and one monthly period. A brand campaign that lifts organic search will look expensive here unless you account for the assisted demand separately.
Use the break-even ROAS calculator for the advertising threshold and the Shopify net profit calculator for order-level profit. This tool is about acquisition cost, not margin.
How to use it
Compare channel CAC first, then check the blended number with and without brand spend. Set a maximum CAC from first-order contribution and target payback, and revisit the numbers monthly as spend mix changes.
Do not optimize to the lowest CAC alone. A cheap channel that brings low-value customers can be worse than an expensive channel with strong repeat behavior.