Case studies

First-hand accounts of real AI visibility projects and experiments — what we tried, what happened, and what we learned.

1,600 Prompts: How Visible Are Brands in AI?

2026-08-26 · Sofian Bettayeb

Data from 1,600+ tracked prompts. 86.5% of non-branded prompts get no AI mention, and when brands do show up, it is usually in 1 engine out of 4.

2026-04-28 · Sofian Bettayeb

A brand-agnostic map of who gets cited in your client's category, before writing a single brand-specific prompt. Earns you a second meeting.