Problem: Campaigns run without testing or feedback loops.
Solution: Build a validation-driven marketing process.
Comparison:
- One-shot campaigns: unpredictable ROI
- Blind scaling: wasted spend
- Test-learn-scale model: consistent performance
Actionable Recommendation: Test one campaign element (ad copy, audience, or creative) and compare results weekly.