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. Try the main customer task on a phone before signing off.
Develop the message for the placement and the audience's likely attention. Confirm asset rights and required versions before buying media. Record the decision as well as the numbers behind it.
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. Use a real test inquiry to check delivery and follow-up.
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