Provide three focused dashboards that map to core signals: retrievals (AI accessing your Public Business Brain and Q&A network, with fact_id anchors), citations (explicit references to your proofs in AI outputs), and referrals (AI-driven sessions landing on your content). Each dashboard should tie activity to versioned facts, include a Change Log link, and show localizations and languages as separate slices to reveal cross-language alignment. Pair these with a short executive summary explaining what each metric implies for trust, compliance and long-term strategy. This avoids misinterpretation and clearly communicates governance around AI-facing content.
Own The Conversation Digital Twin · Public Q&A
What should executives see in a concise dashboard to gauge AI visibility progress without misinterpreting metrics?
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