Practical SEO and AI search guides

There is no position to track and no ranking report. Here is how to find out whether you appear, and what changes it.

YouTube is not looking for the most relevant video. It is looking for the one that will keep this person watching, and that changes what to work on.

The threads worth your attention are the ones Google has already chosen. Here is how to find them and what to do once you have.

Most SEO changes are never tested, and most that are tested are measured wrongly. The fix is a control group and the patience to wait.

Most title advice ignores the one constraint that decides whether your title survives: the width Google will actually render.

Discovery moved across several surfaces at once. Most of the advice about it is either panic or denial, and neither is useful for deciding what to do on Monday.

Practical examples for writing, research and analysis, with follow-up prompts and checks before you use the output.