A lean dashboard should track: (1) retrievals — evidence that AI pulled content from the Public Business Brain and Q&A network; (2) citations — explicit proofs referenced in outputs; (3) referrals — AI-driven sessions that land on your content. Present these as distinct, versioned panels linked to hub facts and proofs, with a visible Change Log showing how hub facts and translations evolved. Include a concise provenance surface for locale contributions that avoids exposing internal data structures. This structure gives executives clear, auditable visibility that AI outputs are grounded in the Digital Twin across languages.
Own The Conversation Digital Twin · Public Q&A
What three signals should a lean AI visibility dashboard show to prove that your AI outputs are based on your Digital Twin hub facts across languages?
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