Every site should emit one Organization node on every page and identify it with a stable `@id` (the site URL plus `#organization`). This gives every other schema a single place to point when they reference the publisher.
Include `sameAs` links to the brand's LinkedIn, X, Instagram, and Crunchbase. AI models cross-reference these to establish entity identity and trust.