From Dashboards to Standards Introducing the AI Visibility 2.0 White Paper

Posted4 months ago

businessmate

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aivojournal.orgTechstory

calmneutral

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AIVisibilityStandards

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Standards

The AI Visibility 2.0 White Paper is introduced, shifting focus from dashboards to standards for AI transparency, with minimal discussion on its implications.

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businessmateAuthor

4 months ago

“AI Visibility 1.0” tools—those that track “prompt volumes” or generate brand rankings from opaque datasets—may serve marketing curiosity, but they cannot support governance. Visibility in generative AI has become a fiduciary, reputational, and compliance issue. Dashboards cannot carry that weight.

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ID: 45363221Type: storyLast synced: 11/17/2025, 1:11:51 PM

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