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Creative Testing

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Prerequisites

Section titled “Prerequisites”
  • Stable campaign structure and conversion tracking.
  • Clear primary metric (e.g., CPC for top-funnel, CPL for lead gen).

Steps

Section titled “Steps”
  1. Define hypotheses per variable (hook, visual, CTA) and isolate one variable per test.
  2. Create 3–5 variants; keep budgets and audiences equal.
  3. Run for a fixed window or until reaching minimum sample size.
  4. Use consistent naming and archive losing variants.
  5. Document learnings and create next iteration (laddering tests).

Validation

Section titled “Validation”
  • Statistically or operationally significant differences observed.
  • Winning variant rolled into scale campaigns.

Troubleshooting

Section titled “Troubleshooting”
  • No clear winner: increase budget or test larger contrast.
  • False positives: ensure equal delivery and avoid overlapping audiences.

Time/Impact

Section titled “Time/Impact”
  • Test cycle: 3–7 days. Impact: improves efficiency and insight velocity.
Section titled “Related”