AIVO Journal
  • Home
  • About
Sign in Subscribe

Why Brands Are Disappearing From AI-First Conversations

  • Editorial Board

Editorial Board

18 Jul 2025 • 4 min read
Share
Why Brands Are Disappearing From AI-First Conversations

This post is for subscribers only

Subscribe now

Already have an account? Sign in

The Layer Mismatch: Why Your GEO Investment May Be Solving the Wrong Problem

The Layer Mismatch: Why Your GEO Investment May Be Solving the Wrong Problem

A peer-archived study of five major brands reveals a structural gap between AI visibility and AI purchase recommendation outcomes The GEO and AEO category was founded on a correct insight. Traditional search metrics don't measure brand performance in AI-generated responses. Citation frequency, share of AI voice, and first-prompt
28 Apr 2026 6 min read
Luxury brands have a specific AI recommendation problem that mass market brands do not.

Luxury brands have a specific AI recommendation problem that mass market brands do not.

When a mass market brand loses the AI recommendation, it is usually a content architecture problem - the model can't find the structured evidence it needs to pass the criteria filter. Fix the evidence layer, improve the position. For luxury brands the problem runs deeper. The brand equity
23 Apr 2026 2 min read
ChatGPT Just Introduced CPC Bidding. Performance Marketers Have a Problem That Isn't in the Pricing.

ChatGPT Just Introduced CPC Bidding. Performance Marketers Have a Problem That Isn't in the Pricing.

The channel is now accessible to the buyers who care most about attribution. The measurement infrastructure they need is not there yet. ChatGPT advertising launched in February 2026 as an enterprise CPM product. Ten weeks later it has a self-serve ads manager, CPMs down from $60 to $25, minimum commitments
22 Apr 2026 5 min read
AIVO Journal © 2026
  • Sign up
Powered by Ghost