
I Killed Three Ad Audiences After One Honest GA4 Look
How I prune paid audiences using GA4 engaged sessions and conversion paths — not vanity CTR — after wasting budget on lookalikes.
- Judge audiences on engaged sessions and purchases, not CTR alone.
- Kill lookalikes that never show up in conversion paths.
- Rebuild from buyers and high-intent site events first.







