AI visibility monitoring is about to become standard practice. Soon, every brand will see how they appear in AI answers. The category is maturing fast, and "are we visible in AI search" will finally be a measurable question instead of a guess. Once everyone can see their gaps, it's no longer "how do we measure AI visibility" — it's "how do we make editors act on it." The answer: move the intelligence into the authoring moment, where editors see why a page won't be cited while still writing it.