Editorial Board

AIVO Journal — Governance Analysis | November 2025 Abstract AI mediated visibility behaves differently across sectors. The assumption that brand strength or market share predicts AI assistant behavior does not hold. This article introduces the first reproducible sector benchmarks using AVII and PSOS for CPG, finance, and travel. The results demonstrate that

This article follows up the Verification Protocol for Domain-Source Frequency Claims in AI Assistants by exposing the reasoning errors that make unverified domain influence claims unreliable in enterprise and audit contexts. Abstract The Verification Protocol for Domain-Source Frequency Claims in AI Assistants sets strict evidentiary standards for establishing

Verification Protocol for Domain-Source Frequency Claims in AI Assistants AIVO Standard Data Note — Domain Attribution Methodology v1.1 Introduction Claims about which domains AI assistants rely on have begun circulating widely across marketing, communications, and analytics circles. These claims are increasingly used to inform brand strategy, misinformation assessments, and

Case Pattern: The BBC and Algorithmic Authority Editorial Note: This article uses the BBC as an illustrative example to demonstrate measurement methodology. No independent data collection has yet been conducted. 1. Introduction: Institutional Trust Meets AI Mediation For much of the last century, the BBC symbolized reliability. Recent editorial controversies—

AIVO Journal — Governance Commentary | November 2025 Abstract Visibility was never the endpoint. In an agentic economy, representation without persistence is mis-stated equity. ASOS v1.2 establishes the first audit-grade standard for outcome-layer visibility—quantifying how much brand presence survives through multi-turn AI decision chains and how

AIVO Journal — Governance Analysis How Visibility Variance Inflates Cost of Capital and Revenue-at-Risk Executive Summary In 2026, the cost of capital will quietly diverge between companies that can prove AI visibility stability and those that cannot. As AI assistants now shape how markets interpret brand, performance, and reputation,