Reports

Research reports

Every report carries a reference number, names its subject, and states the sources and criteria it was built from. Newest first.

HR-2026-01 · 12 August 2026

What Makes a Brand Legible to Machines

An analysis of the conditions under which automated systems can identify a brand, resolve it to a single entity, and describe it accurately.