Plan a test with a clear question
Choose the message, audience, or destination question you want to answer. Keep the comparison understandable and allow enough relevant data before treating a small difference as a reliable result. Use a real test inquiry to check delivery and follow-up.
Inspect available placement and delivery information. Consider relevance, suitability, and the destination rather than evaluating exposure counts alone. Agree whether the evidence supports keeping, changing, or stopping the approach.
A fair test
Change a defined part of the message, audience, or page and state the success measure in advance. Account for conversion delay before comparing results. Use a real test inquiry to check delivery and follow-up.
Platform attribution and analytics may credit conversions differently. Compare costs and customer records, and state which conversion definition the report uses. Explain what each measure shows and what it cannot show.
- Current accounts and assets
- Verified business information
- Customer questions
- Budget and team capacity
Discuss Your Priorities