(Series: How Audiences Become Addressable in Programmatic Advertising)
Identity is not something you “set.” It is a set of design choices that determine who is eligible, what the system can learn, and which performance claims are even interpretable. The only reliable way to validate identity decisions is to treat them as changes to treatment assignment and evaluate them with incrementality-first experimentation, wrapped in an operating model that prevents silent drift.