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.
Pass useful context to sales: need, account fit, source, and agreed next action. Avoid sending repeated low-information submissions. Keep essential access separate from an individual employee's login.
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. Choose the review measures before the work begins.
- Current accounts and assets
- Verified business information
- Customer questions
- Budget and team capacity
Discuss Your Priorities