In the November 2026 Edition, 154 of the 238 answers collected in the one category where HubSpot Breeze 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 marketing agents, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
Fifty-four of the eighty-four answers did not name HubSpot Breeze; it was the first choice in fifteen. The first choices in those fifty-four answers, sixteen products in all, the eight most named:
Forty-seven of the eighty-four answers did not name HubSpot Breeze; it was the first choice in nineteen. The first choices in those forty-seven answers, fourteen products in all, the eight most named:
Fifty-three of the seventy answers did not name HubSpot Breeze; it was the first choice in one. The first choices in those fifty-three answers, sixteen 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 HubSpot Breeze 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 HubSpot Breeze 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 HubSpot Breeze's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of HubSpot Breeze was named by a model, not endorsed by anyone.