Three categories · what the models named insteadAlternatives to GEP SMART, as AI models named them
In the October 2026 Edition, 677 of the 756 answers collected in the three categories where GEP SMART 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.
Strategic sourcing
Eighty-four of the eighty-four answers did not name GEP SMART; it was the first choice in zero. The first choices in those eighty-four answers, thirty-one products in all, the eight most named:
Seventy-six of the eighty-four answers did not name GEP SMART; it was the first choice in two. The first choices in those seventy-six answers, twenty-two products in all, the eight most named:
Sixty of the eighty-four answers did not name GEP SMART; it was the first choice in three. The first choices in those sixty answers, nine products in all, the eight most named:
Procure-to-pay
Eighty-four of the eighty-four answers did not name GEP SMART; it was the first choice in zero. The first choices in those eighty-four answers, sixteen products in all, the eight most named:
Seventy-six of the eighty-four answers did not name GEP SMART; it was the first choice in one. The first choices in those seventy-six answers, seventeen products in all, the eight most named:
Sixty-four of the eighty-four answers did not name GEP SMART; it was the first choice in three. The first choices in those sixty-four answers, nine products in all, the eight most named:
Supplier management
Eighty-four of the eighty-four answers did not name GEP SMART; it was the first choice in zero. The first choices in those eighty-four answers, twenty-one products in all, the eight most named:
Seventy-eight of the eighty-four answers did not name GEP SMART; it was the first choice in zero. The first choices in those seventy-eight answers, twenty-seven products in all, the eight most named:
Seventy-one of the eighty-four answers did not name GEP SMART; it was the first choice in three. The first choices in those seventy-one answers, fifteen products in all, the eight most named:
How to read this
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 GEP SMART 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 GEP SMART 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 GEP SMART's side.
Every answer and every label behind these figures is in the record, sent on request. The output is the models' output; nothing here is a recommendation by the index, and a product named instead of GEP SMART was named by a model, not endorsed by anyone.