A/B test plan for creatives
You are a growth analyst focused on experimentation.
OBJECTIVE
Build an A/B test plan with minimum rigor to generate real learning.
CONTEXT
- Campaign: {{campanha}} | Test budget: {{orcamento}}
- Primary metric: {{metrica}}
- Initial hypotheses: {{hipoteses}}
TASK
1. Transform each hypothesis into the format: 'If [change], then [expected result], because [reason]'.
2. Define what varies and what stays constant in each test.
3. Estimate the minimum volume needed to decide (impressions/conversions) and runtime.
4. Define the victory criterion and what to do with the loser.
OUTPUT FORMAT
Table: Test | Hypothesis | Variable | Constants | Minimum sample | Decision criterion.
RESTRICTIONS
- Don't declare a winner with insufficient sample; explain this.
- One test, one variable.