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Editorial Board

Capital Allocation in an AI-Mediated Market

Capital Allocation in an AI-Mediated Market

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,

When Visibility Vendors Compete for Truth: Why the Market Needs Verification

When Visibility Vendors Compete for Truth: Why the Market Needs Verification

AIVO Journal — Governance Commentary In the race to define “AI visibility,” the market is beginning to turn on itself. This week, Conductor—one of the most established enterprise SEO platforms—published a comparison campaign positioning itself as the only trusted AI visibility provider. The table explicitly contrasts Conductor’s “API-

AI Visibility Enters the Procurement Mainstream

AI Visibility Enters the Procurement Mainstream

A quiet shift in enterprise behavior is becoming visible across procurement desks. Multiple global RFIs now reference the AIVO Standard as a visibility assurance benchmark, signaling that audit-grade verification of AI-surfaced information has entered the buying process. For years, “AI visibility” sat on the margins—an experimental topic

What Public Companies Are Really Signaling About AI Visibility Risk

What Public Companies Are Really Signaling About AI Visibility Risk

AIVO Journal — Market Insight, November 2025 When fifteen listed companies mention AI and SEO in the same quarter, it’s no longer a narrative—it's an inflection point. Glen Allsopp’s Detailed.com compilation of Q3 2025 earnings call transcripts shows an emerging consensus across sectors: AI-mediated

Beyond GEO: McKinsey’s $750B Forecast Confirms a Governance Crisis, Not a Marketing Shift

Beyond GEO: McKinsey’s $750B Forecast Confirms a Governance Crisis, Not a Marketing Shift

AIVO Journal — Governance Commentary When McKinsey projects that $750 billion in consumer spend will flow through AI-powered search by 2028, the conclusion should not be that brands need to “optimize.” It should be that boards need to govern. Half of consumer traffic has already migrated to AI-powered discovery

Optimization ≠ Verification: What WPP–Google’s $400M pact signals for AI visibility governance

Optimization ≠ Verification: What WPP–Google’s $400M pact signals for AI visibility governance

Opening Adweek reports that Google will give WPP agencies tools to help brands appear inside AI search environments, including Google’s AI Overviews, OpenAI’s ChatGPT, and Perplexity. The deal sits within a broader multiyear partnership that WPP and Google publicly expanded in October. Together, these moves confirm that AI

Introducing the AI Visibility Integrity Index (AVII): From Observation to Proof

Introducing the AI Visibility Integrity Index (AVII): From Observation to Proof

A quantitative reliability benchmark for AI-mediated visibility AVII is the first benchmark that turns “we saw our brand in ChatGPT” into “here is the cryptographically-signed evidence pack, sir.” 1. The Problem: Visibility Without Integrity Large language models now shape consumer discovery, investor context, and competitive perception. Executives can