In the November 2026 Edition, 187 of the 252 answers collected in the one category where Semrush AI Visibility Toolkit holds a standing named it neither as a first choice nor as an alternative. These are the products those answers put first, category by category and buyer by buyer. The output is the models' output.
Gane, the publisher, sells software in AI visibility, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
Sixty-three of the eighty-four answers did not name Semrush AI Visibility Toolkit; it was the first choice in three. The first choices in those sixty-three answers, fifteen products in all, the eight most named:
Fifty-seven of the eighty-four answers did not name Semrush AI Visibility Toolkit; it was the first choice in two. The first choices in those fifty-seven answers, twenty-one products in all, the eight most named:
Sixty-seven of the eighty-four answers did not name Semrush AI Visibility Toolkit; it was the first choice in two. The first choices in those sixty-seven answers, seventeen products in all, the eight most named:
A category is asked six ways of each of fourteen models on behalf of each buyer segment, so a segment is eighty-four answers. An answer belongs on this page when the judge labeled Semrush AI Visibility Toolkit neither its first choice nor an alternative in it; the products listed are the first choices those answers made, counted once per answer. An answer that named nothing first, or named Semrush AI Visibility Toolkit only in passing, is in the denominator and adds to no product. The counts are not the category standing, which is on the category page with its share and rank; they are the same record read from Semrush AI Visibility Toolkit's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Semrush AI Visibility Toolkit was named by a model, not endorsed by anyone.