references/principles/answer-surface-retrievability.md

# Answer Surface Retrievability

## Principle

A brand can only benefit from AI-mediated recommendation when the surface can identify, retrieve, and contextualize credible brand or product information.

## 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.