Most businesses see initial data within 3-7 days of launching campaigns. Meaningful optimization usually requires 2-4 weeks of data collection. The Facebook algorithm needs approximately 50 conversion events to exit the learning phase. Full campaign maturity and consistent results typically develop within 30-90 days of active management.
April 15, 2026