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AIVOStandard-retrieval-dynamics – Dataset by pjsheals | AlphaNeural AI

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pjsheals/
AIVOStandard-retrieval-dynamics

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ai-visibility-governance

llms-optimization

information-retrieval

citation-metrics

enterprise-level-ai-visibility

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AI Visibility Retrieval Dynamics: Tiered Citation Platforms, Decay, and the Governance Gap in LLM Discoverability

Authors: Paul Sheals; Tim de RosenAffiliation: The AIVO Standard™Version: v1.0DOI: https://doi.org/10.5281/zenodo.17117353License: CC BY 4.0

Abstract

This white paper presents findings from The AIVO Standard™ R&D program based on 100,000+ reverse-engineered prompts across industries and LLMs (ChatGPT, Gemini, Claude, Perplexity, Grok).We formalize a tiered… See the full description on the dataset page: https://huggingface.co/datasets/pjsheals/AIVOStandard-retrieval-dynamics.