What observable signals should a business publish to prove AI is actually pulling from a Digital Twin when answering customers, and how should those be visualized?

Publish three observable signals: (1) retrieval evidence showing AI pulled content from the Public Business Brain and Q&A network; (2) conversation citations linking AI outputs to the exact proofs; (3) AI-driven referrals where AI recommendations steer users to your content. Visualize these on separate OTC dashboards, each anchored to versioned hub facts, with entries in a Change Log. A provenance panel should summarize locale-specific contributions without exposing internal data structures. This setup makes it clear that AI usage is grounded in your Digital Twin rather than mere indexing.