Search visibility is one system. These are the five places it fails.
Each of these is a layer of the same argument, and each page states what it moves on the 100-point scale — including what it does not.
Each of these is a layer of the same argument, and each page states what it moves on the 100-point scale — including what it does not.
The question it answersCan these systems read the site at all — and does the site say the same thing twice?
The question it answersDoes the catalogue structure match how people shop it — and does the feed agree with the site?
The question it answersDoes each market get a page written for its own demand, or a translation of another market’s?
The question it answersWhen a system answers instead of linking, is the answer yours?
The question it answersCan a generative system state a fact about this brand and defend it?
AEO and GEO are not AI ranking hacks. They are what search visibility becomes when the result is assembled rather than listed.
Atlas reads the site before the first conversation.