About this site
AIVO Journal is an independent publication founded in July 2025 to document and analyze how knowledge, brands, and authority surface in the era of AI-driven discovery.
The Journal examines foundational questions shaping this transition:
- How do AI assistants determine what is surfaced, ranked, or omitted?
- What governs visibility, attribution, and recall within generative systems?
- How can organizations assess, evidence, and protect their presence inside opaque and continuously evolving models?
Our coverage combines technical analysis, governance research, and strategic commentary. It is informed by the principles of AI Visibility Optimization (AIVO) as an analytical concept, and by the definitions and measurement work published under the AIVO Standard.
AIVO Journal is a research and editorial publication. It does not provide commercial services and is not affiliated with any agency, execution framework, or proprietary methodology.
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If you want to review how these patterns appear for your organisation, you can request a short evidence pack from audit@aivostandard.org. It summarises volatility, substitution, and reasoning drift under controlled test conditions.
Editorial & Media Enquiries: journal@aivojournal.org