: Real-time monitoring of metrics such as ROI , ROAS (Return on Ad Spend), and CPA (Cost Per Action) across multiple platforms.
: "Why did it happen?" (e.g., a specific creative failed because of low engagement in a certain age group). media buying analytics
: "What will happen?" (e.g., using AI to forecast creative performance before launch). : Real-time monitoring of metrics such as ROI
: Dynamically shifting funds toward high-performing channels and away from wasted spend based on predictive performance. ROAS (Return on Ad Spend)
Experts typically categorize these efforts into four distinct layers:
: Identifying which specific touchpoints in the customer journey most effectively drive conversions. Types of Analytics Used
: Using behavioral signals and demographic data to ensure ad messages reach the intended segments at high-intent moments.