# Counterfactual Before Credit

## Principle

Credit for a marketing outcome requires a credible estimate of what would have happened without the intervention.

## 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.