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How can you reconcile conflicting data sources?

Choose a primary source of truth. Usually the CRM for revenue and the ESP for deliverability.

Align time zones. Align attribution windows. Reconcile using unique message identifiers. When differences persist focus on directional consistency rather than absolute numbers.