Hallucinated Dashboards — When AI Gives You Fake Data and You Build Strategy On It

Engineering the Intelligent Enterprise · Apr 13, 2026 · 22m

Marketers are asking ChatGPT for keyword volumes and traffic numbers.

They're getting back specific, confident figures.

And they're building real strategy on data that was entirely fabricated.

In this episode, we break down:

— Why LLMs generate plausible-sounding but invented analytics numbers

— How "hallucinated dashboards" became the new vanity metrics

— The clean separation between using AI for insight vs. using it as a data source

— A practical verification stack: real tools for real data, AI for interpretation

— A 48-hour audit you can run today to find out if your last big decision was…