In the November 2026 Edition, 163 of the 252 answers collected in the one category where GrowthBook 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.
Fifty-two of the eighty-four answers did not name GrowthBook; it was the first choice in three. The first choices in those fifty-two answers, seven products in all:
Forty-seven of the eighty-four answers did not name GrowthBook; it was the first choice in eight. The first choices in those forty-seven answers, seven products in all:
Sixty-four of the eighty-four answers did not name GrowthBook; it was the first choice in three. The first choices in those sixty-four answers, seven products in all:
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 GrowthBook 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 GrowthBook 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 GrowthBook's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of GrowthBook was named by a model, not endorsed by anyone.