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.
Have the firm review advertising claims and applicable professional requirements. Do not invent outcomes, guarantees, or endorsements. Keep the original result alongside the updated version.
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. Test the important customer action before publishing a change.
Platform attribution and analytics may credit conversions differently. Compare costs and customer records, and state which conversion definition the report uses. Check that reported actions represent real customer behavior.
- Current accounts and assets
- Verified business information
- Customer questions
- Budget and team capacity
Discuss Your Priorities