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. Verify the next step while there is still time to correct a problem.
Inspect available placement and delivery information. Consider relevance, suitability, and the destination rather than evaluating exposure counts alone. Explain which task matters next and why it takes priority.
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. Review the whole path instead of judging one screen in isolation.
Platform attribution and analytics may credit conversions differently. Compare costs and customer records, and state which conversion definition the report uses. Avoid treating a single favorable number as the whole result.
- Current accounts and assets
- Verified business information
- Customer questions
- Budget and team capacity
Discuss Your Priorities