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. Review the whole path instead of judging one screen in isolation.
Pass useful context to sales: need, account fit, source, and agreed next action. Avoid sending repeated low-information submissions. Explain any licensing or platform limits before delivery.
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 what happens after the customer clicks, submits, or calls.
Platform attribution and analytics may credit conversions differently. Compare costs and customer records, and state which conversion definition the report uses. Use measures that connect to the stated business goal.
- Current accounts and assets
- Verified business information
- Customer questions
- Budget and team capacity
Discuss Your Priorities