Paid media

Creative Testing

The disciplined rotation and A/B testing of ad creative variants to find winners.

The highest-leverage activity in paid media. Typical cadence: launch 2-3 new creatives every 2 weeks per ad set, pause below-median creatives at 14 days, retire winners at 8 weeks.