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. Confirm that forms, phone links, and replies reach the right person.
Review the conversion actions and values used by bidding. An automated system cannot distinguish suitable leads if every low-value action is treated equally. Look for a clear reason before repeating or abandoning a test.
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. Confirm that forms, phone links, and replies reach the right person.
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