Insights

Research, translated into plain business terms

Doctoral-grade research on AI adoption, written for owner-operators — not academics. Every claim is sourced.

The biggest failure studies of the AI era agree on the cause, and it isn’t the technology. Here’s what actually separates the projects that pay off.

A real AI-visibility audit finding, and why a genuinely good business can be a ghost to ChatGPT, Perplexity, and AI Overviews.

See where AI actually pays off in your business.

Start with a free AI-readiness score. No pitch, no jargon — just where the time and money are.