Published November 6, 2025
| Version 1.0
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Preliminary AVII™ Reliability Framework
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Description
The AI Visibility Integrity Index (AVII™) is a composite reliability benchmark that quantifies the integrity of AI-mediated visibility across large language models (LLMs) such as ChatGPT, Gemini, Claude, and Perplexity.
Built on the Data Integrity & Verification Methodology (DIVM v1.0.0), it measures reproducibility, traceability, stability, and verifiability—providing enterprises with auditable evidence of model-mediated visibility.
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Preliminary AVII Reliability Framework.pdf
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