Ask a question at the right level
For “which hook should we test next?”, creative-level reporting can be useful. For “how did marketing and orders change together?”, connected business analysis may be the more relevant layer. Write the required sources and output before comparing interfaces. These are public documentation descriptions, not an account-level accuracy test.
Align definitions before comparing answers
Use the same dates, time zone, currency, conversion event, and attribution window. Ask each workflow to identify data gaps and distinguish an observation from a hypothesis. Include margins, returns, software, and creative cost when deciding whether a campaign change makes business sense.
Sources
Current feature availability, integration, and pricing should be confirmed with the vendor. No paid placement or affiliate link is used in this comparison.
