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. Test the important customer action before publishing a change.
Test delivery, alerts, duplicate handling, and staff ownership. A campaign needs an operational process after the lead arrives. 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. Check the destination as well as the message that sends people there.
Platform attribution and analytics may credit conversions differently. Compare costs and customer records, and state which conversion definition the report uses. Review outcomes alongside cost, effort, and customer quality.
- Current accounts and assets
- Verified business information
- Customer questions
- Budget and team capacity
Discuss Your Priorities