AppGrowing's AI capabilities are organized into three layers: Insight, Production, and Strategy. Understanding these three layers is the foundation for understanding how AI transforms the UA workflow.
Insight layer: AI automatically analyzes creative content. The system identifies hook types, emotional triggers, visual styles, and narrative structures across 150-plus channels and billions of creatives. May 2026 data validates this capability: 5 hook types automatically identified across 500-plus SEA creatives, 2 dominant formats classified across 500-plus Western creatives.
Production layer: Generates creative recommendations based on insights. AI outputs format suggestions, narrative frameworks, and copy direction. Candy Crush's 2,711 creatives (plus 125.5 percent) and Monopoly Go's 2,789 creatives (plus 203.5 percent) show this workflow at scale.
Strategy layer: Understands competitor strategy-level shifts. Under Creative-as-Targeting, AI evaluates advertiser content direction consistency. When Strategy category ad volume dropped 44.3 percent but creatives grew 138.1 percent, AI identifies this as category-level strategy adjustment rather than individual advertiser behavior. This insight determines whether your UA strategy should follow or differentiate.
