The problem
Marketing budgets move quickly while the value of acquired customers develops over time.
The signal
Campaign costs, new customers, eligible purchase events and modeled customer lifetime contribution where supported.
The action
Compare acquisition and retention audiences; build a relevant follow-up campaign and prioritize measurements that distinguish spend from actual returns.
The measurement
CAC = attributable acquisition spend/new customers. Campaign ROI is based on an approved revenue or contribution methodology. CLV/CAC is an economic ratio—not campaign ROI.
Which campaigns bring back customers who contribute value after the first purchase?
Key terms
What IDEAL could add
Governed recommendations prioritizing investigation opportunities based on customer economics and evidence.
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