What AI search reads when it reads your site
Why answer engines see your brand differently than Google does — and what to actually measure.
Writing
Field notes from
inside the build.
Essays on applied AI, written by someone who ships the systems — on generative engine optimization, AI search, and what actually changes for operators.
Recent
All on Medium →Shipping production AI without a traditional path
What it looks like to build real systems by treating the model as a collaborator, not a magic box.
Generative engine optimization, defined
A working definition for operators — what GEO is, what it isn’t, and where to start.