Perception Intelligence as a Business Discipline in the AI Era
Jonah Sinclair
AI systems now rank law firms by public signal, not reputation—and elite firms are losing.
Missing structured data leaves AI models unable to confidently recommend your business.
Most businesses track only one reputation metric and miss problems festering in the other two.
Brands invisible to AI need citations, not just backlinks, to get recommended.