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AI Visibility Retrieval Dynamics: Tiered Citation Platforms, Decay, and the Governance Gap in LLM Discoverability
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Copyright © 2025 Paul Sheals and Tim de Rosen, The AIVO Standard™
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This work is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).
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You are free to:
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• Share — copy and redistribute the material in any medium or format
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• Adapt — remix, transform, and build upon the material for any purpose, even commercially
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Under the following terms:
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• Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made.
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Please include the title, authors, year, and the DOI link.
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• No additional restrictions — You may not apply legal terms or technological measures that legally restrict others
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from doing anything the license permits.
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Full legal code: https://creativecommons.org/licenses/by/4.0/
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Preferred citation:
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Sheals, P., & de Rosen, T. (2025). AI Visibility Retrieval Dynamics: Tiered Citation Platforms, Decay, and the Governance Gap in LLM Discoverability (v1.0). The AIVO Standard. https://doi.org/10.5281/zenodo.17117353
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Trademarks:
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AIVO Standard™ and PSOS™ (Prompt-Space Occupancy Score) are trademarks of The AIVO Standard. Third-party names are the property of their respective owners.
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Contact: paul@aivostandard.org
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