references/principles/closed-loop-is-not-incrementality.md

# Closed Loop Is Not Incrementality

## Principle

Closed-loop purchase visibility improves measurement but does not prove the media caused the purchase.

## Application rule

Apply only when supported by the current decision context. For platform-specific implementation details, load the relevant dated card under `references/2026/` and re-check freshness.