Case #006
Revenue exploded. ROAS looked incredible. Leadership celebrated. Then cohorts collapsed and customers never returned.
Growth Timeline
Day 1
Acquisition campaign launches. New orders surge.
Day 7
ROAS looks strong and revenue spikes.
Day 14
New cohorts show weak engagement after first order.
Day 30
Repeat purchase fails. Growth quality collapses.
Vanity Metrics vs Real Growth
Quality CheckROAS
+320%
Looks impressive
Revenue
↑
Short-term spike
Repeat Rate
↓
Quality warning
LTV:CAC
Broken
Growth risk
Evidence Detected
High first-order sales
Paid traffic created a short-term conversion surge.
Weak second purchase behavior
Customers did not return after the campaign window.
Returning revenue collapse
Revenue growth was mostly new-customer dependent.
CAC payback pressure
The business had to keep buying growth repeatedly.
Root Cause
The business measured the campaign by acquisition speed, not customer quality. Revenue rose, but retention never followed.
“
Acquisition creates motion. Retention proves growth.
Case Conclusion
Artificial Growth
Problem
Leadership celebrated a spike that did not compound.
Cause
Growth was judged by ROAS and revenue, not cohort behavior.
Action
Measure campaigns by retained revenue, repeat purchase, and LTV:CAC.
Warning
If customers do not return, a growth spike is only a temporary rental of attention.
Let’s investigate whether your growth is compounding — or only spiking.
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