Resources

Field notes from the
AI-visibility frontier.

How AI search actually chooses brands, what a knowledge graph does that vectors can't, and how to be the brand an assistant names. Answer-first, no fluff — start with the free teardown.

/02 · The format

Built to be cited by the machines we write about.

Answer-first, one idea per paragraph, real tables and lists, bylined to the engineer who builds the systems. The same extraction discipline we install for clients, dogfooded here.

If a company sells AI-readiness and its own writing can't be read by AI, the pitch is dead on contact.
Why we publish like this
/ Warm up

Not ready for the audit? Start free.

See how AI describes your brand today with the AI-Visibility Teardown — then book the audit when the gap is obvious.