Markets

High Hype, Low Reality: Companies Where AI Claims Outpace Revenue

Risk Analytics · June 9, 2026

When an AI Hype score exceeds an AIPI score by more than 30 points, investors should pay attention. Our analysis identifies the companies most at risk of a narrative correction.

The AI Positioning Index was designed partly to measure this.

When a company's AI Hype score — built from earnings call language, investor presentation density, press release frequency, and executive messaging — diverges materially from its AIPI score, which measures operational and financial AI embedding, the gap is informative. It describes a company that is saying more about AI than it is doing with AI.