The CAC myth
Most brands try to lower CAC by chasing cheaper clicks. But CAC is a system output, not an ad-setting. To lower it, you fix the system — not just the ads.
Where CAC actually leaks
- Attribution gaps — you're paying for customers you'd already acquire.
- Weak landing pages — traffic that doesn't convert inflates effective CAC.
- No retention engine — every customer must be re-acquired because none come back.
- Inventory misalignment — stockouts and slow movers kill conversion and inflate CAC.
- Manual workflows — human latency between data and decision costs money.
The five levers
- Incrementality testing — measure what ads actually add.
- CRO — raise conversion rate without raising spend.
- Retention — repeat buyers lower blended CAC over time.
- Inventory sync — the right stock in the right place lifts conversion.
- Automation — faster decisions mean less wasted spend.
The outcome
When the system is fixed, blended CAC drops — not because ads got cheaper, but because the business around the ads got smarter. That's durable, not a hack.
