About AIVO Journal

AIVO Journal is an editorial publication covering the agentic economy: how AI systems and AI agents research, compare, choose and transact on behalf of people and businesses, and what that means for brands. It was founded in July 2025 and is published by AIVO, Inc.

The Journal follows three questions. How do AI systems decide which brands to describe, recommend or leave out? What happens to a brand between being known to a model and being chosen by it? And how can organizations measure, evidence and improve their position when the systems making those choices are opaque and constantly changing?

Coverage combines research findings, technical analysis and commentary. Findings draw on AIVO’s measurement work, including AI Win-Rate, the Linkage Gap, AI reputation and AI brand valuation. The underlying working papers are published openly under AIVO Standard.

Editorial standards and disclosure

AIVO Journal is edited by the team behind AIVO, Inc., which sells measurement and remediation services in the field the Journal covers. Articles are not written to promote AIVO’s products. Where a piece discusses AIVO Meridian, AIVO Win Rate or AIVO’s own client work, it says so plainly.

Research findings cited in the Journal are DOI-anchored working papers published on Zenodo under AIVO Standard, so any reader can check a claim against its method and data. They are open to critique and have not been peer reviewed. Articles are never removed, and corrections are made by dated addendum.

Subscribe

Subscribing is free. New articles, data notes and working papers arrive by email as they are published, in date order, with no algorithm deciding what you see. Subscribers include practitioners, researchers and strategists following how AI agents are changing the way brands are found and chosen.

Work with AIVO

To see how AI systems treat your own brand, AIVO can measure your AI Win-Rate against competitors in your category and show where you are cited but not chosen. Contact tim@aivostandard.org.

Editorial and media enquiries: tim@aivostandard.org