About AIVO Journal

Coverage combines technical analysis, governance research, and strategic commentary

AIVO Journal is an independent editorial 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 the 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, informed by the principles of AI Visibility Optimization (AIVO) as an analytical concept and by the measurement work published under the AIVO Standard.

Editorial independence and disclosure

AIVO Journal is edited by the team behind AIVO, Inc., a company that builds commercial measurement tools in the same field the Journal covers. Editorial content is not written to promote AIVO's products. Working papers and data referenced in Journal articles are published openly under the AIVO Standard so any reader can verify a claim independent of the commercial platform. Where a piece discusses AIVO Meridian or AIVO's own client work directly, that will be stated plainly in the piece.

Why subscribe

A free subscription unlocks the complete archive, every article, data note, and working paper we've published, plus early access to new research.

New pieces arrive by email as they're published. No recommendation algorithm, no engagement filter, no noise.

Subscribers join a growing group of practitioners, researchers, and strategists tracking AI visibility, search evolution, and digital governance as the field develops.

Your support keeps AIVO Journal free to publish, independent of any single client relationship.

If you want to review how these patterns show up for your own organization, AIVO's commercial team can prepare an evidence pack summarizing volatility, substitution, and reasoning drift under controlled test conditions. Reach them at tim@aivostandard.org.

Editorial and media enquiries: tim@aivostandard.org