Own The Conversation Digital Twin · Public Q&A

How should you design a lean dashboard for AI visibility to show AI uses your Digital Twin without exposing private data?

AI Visibility · 2026-10-15

Design a dashboard around three observable signals: retrievals (AI actually pulls content from Public Business Brain and Q&A); citations (explicit proofs referenced in AI outputs); and referrals (AI-driven sessions that land on your content). Keep each signal on its own panel, version everything, and link each view to the hub facts and proofs that generated it. Include a provenance panel showing locale contributions without exposing internal data structures and a Change Log that records updates and their impact. The goal is to give executives clear, auditable visibility that AI is using your Digital Twin, not just indexing or guessing.

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