AI Visibility Research

60 Articles
Pharma Spent $8 Billion on TV. The Chatbox Shrugged.

Pharma Spent $8 Billion on TV. The Chatbox Shrugged.

Pharma is the largest direct-to-consumer ad category in America. The AI engines are not impressed. New 5W research shows Eli Lilly and Novo Nordisk own the answer — and Merck, maker of the best-selling drug on earth, ran

Your Vet Doesn't Exist Inside ChatGPT

Your Vet Doesn't Exist Inside ChatGPT

Three Mars Petcare brands control nearly a third of every veterinary citation in ChatGPT, Claude, Perplexity, and Google AI Overviews. 80% of independent vets are invisible. Veterinary is the warning shot.

The Anchor Event Era — A Definition

The Anchor Event Era — A Definition

The Anchor Event Era is the structural moment in communications when single events compound in AI engine retrieval for years. A definition.

Four Notes From the AI Lab Founder Reputation Gap Research

Four Notes From the AI Lab Founder Reputation Gap Research

Four notes from the AI Lab Founder Reputation Gap research that didn't make it into the public pieces — November 2023 as stress test, why traditional PR doesn't move retrieval engines, the buildable infrastructure, and t

Control Is The Only Dimension You Can Move

Control Is The Only Dimension You Can Move

The 5W Reputation Index identifies "Control" as the only dimension individuals can directly influence in their online reputation. This article explores what Control measures, its impact, and strategies for durably moving

The $124 Trillion Question

The $124 Trillion Question

5W's Wealth Migration Report 2026 uncovers a colossal $124 trillion in wealth expected to transfer over the next two decades. This comprehensive study analyzes high-net-worth migration, intergenerational wealth transfer,