In the November 2026 Edition, 186 of the 252 answers collected in the one category where SPS Commerce 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.
Sixty-eight of the eighty-four answers did not name SPS Commerce; it was the first choice in five. The first choices in those sixty-eight answers, twenty-three products in all, the eight most named:
Fifty-three of the eighty-four answers did not name SPS Commerce; it was the first choice in nine. The first choices in those fifty-three answers, twenty-three products in all, the eight most named:
Sixty-five of the eighty-four answers did not name SPS Commerce; it was the first choice in one. The first choices in those sixty-five answers, eleven 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 SPS Commerce 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 SPS Commerce 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 SPS Commerce's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of SPS Commerce was named by a model, not endorsed by anyone.