Research
New studies and data on search visibility and how brands appear across AI answers.
Newsletter
Research and a few opinions on what it all means for your website and brand. Published every two weeks.

What's in every issue
New studies and data on search visibility and how brands appear across AI answers.
The platform changes and reporting that matter to teams responsible for search.
What the week's intelligence means and how to act on it.
An opinionated take on where AI search is going and what most teams are getting wrong.
A taste of the thinking

The Graphite data everyone cites, the finding nobody quotes, and what it means for your content.

Some AI search growing pains, and what to do with both.

Goto redirects, an 86% citation collapse, and where the maturity matrix stops short.
Tell me what you’re trying to achieve and where you’re getting stuck. We’ll talk through the situation and whether I can help.