B/01

Research and standards

Research for the age of AI representation.

The Belles Institute studies how organizations become understood, misrepresented, and remembered as intelligent systems become part of the brand experience.

B/02 Research

The initial research series.

Three questions shaping a new standard for brand representation.

B/R01
Research

The State of AI Branding

How organizations are preparing their identity for AI representation.

B/R02
Research

The Recognition Index

The signals that help a brand become easier to remember and identify.

B/R03
Research

The AI Brand Drift Report

Where systems lose fidelity, why it happens, and how teams can govern it.

These publications are an announced research direction; findings are not yet published on this site.