creative-testing-framework

What problem does it solve?

Design structured ad creative tests that maximize learning velocity while maintaining statistical rigor across advertising platforms. This framework produces a complete testing playbook with prioritized variables, defined sample size requirements, a clear iteration cadence, and standardized documentation for ongoing creative optimization.

Core Features & Use Cases

• Structured testing planner that ranks variables by impact and effort.
• Variant-building templates and a guideline of 2-4 variants per test to ensure isolation.
• Sample size and budget calculators based on current performance metrics and desired lift.
• Holdout controls, significance thresholds, and anti-peek rules to guard validity.
• Documentation templates for test results to build a reusable knowledge base.

Quick Start

Draft a complete testing plan for the next sprint focusing on high-impact creative variables.