What we learn, written down.

Working notes on search, AI citation and the parts of this job that people usually keep quiet about.

Every number here shows where it came from.

Where we are not sure, we say so instead of rounding it into a confident sentence.

Want this applied to your site?

Tell us what you are trying to rank for, or get quoted for.

We will tell you honestly whether it is winnable.

Talk to us