Use trusted platforms, monitor analytics, and apply fraud detection tools.

Incrementality testing measures the true impact of advertising beyond organic results.

CLV helps advertisers understand long-term profitability and optimize acquisition costs.

Customer lifetime value estimates the total revenue a customer generates over time.

Ad personalization customizes ads based on user preferences and behavior.

Cross-device tracking identifies user interactions across multiple devices.