Archive
My AI test came back perfectly stable. The recommendation underneath it wasn't.
Four sources. Two judgments. My own score just got cut in half.
The AI measurement standard just arrived. It is missing something.
Why Does AI Trust Your Competitor More Than You?
From Invisible to Inevitable: where is your brand on the AI curve?
The Attribution Gap: The Invisible Influence Layer No Dashboard Can See
We Changed the Evidence. The Score Changed With It.
AI Doesn't Just Need Information. It Needs Evidence.
AI Doesn't Just Need Information. It Needs Evidence.
AI Isn't Changing Marketing. It's Changing Executive Decisions.
The Next AI Visibility Challenge Is Delegation Readiness
The Next AI Visibility Challenge Is Not Appearing in AI Outputs
AI Systems Fail Brands in Four Different Ways. Most Companies Are Measuring the Wrong One.
The New Revenue Leak Most Companies Cannot See
AI Search Is Becoming AI Selection Infrastructure
AI Knows Your Brand. That Does Not Mean It Recommends You.
AI Systems Are More Unstable Than Anyone Is Admitting
We Ran the Audit on Our Own Brand. Here’s What AI Got Wrong.
What AI Is Getting Wrong About Your Brand
The Difference Between AI Knowing You and AI Recommending You