Journal

Field notes on AI visibility.

What we’re learning about how ChatGPT, Gemini, Claude, and Perplexity recommend brands — and what that means for the next decade of marketing.

The journal is coming.

First posts will land soon. Until then, the audit is the best way to see how we think.