In the November 2026 Edition, 145 of the 252 answers collected in the one category where Sprout Social 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.
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 Sprout Social 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 Sprout Social 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 Sprout Social's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Sprout Social was named by a model, not endorsed by anyone.
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Sixty-eight of the eighty-four answers did not name Sprout Social; it was the first choice in four. The first choices in those sixty-eight answers, ten products in all, the eight most named:
Forty-two of the eighty-four answers did not name Sprout Social; it was the first choice in twenty-five. The first choices in those forty-two answers, five products in all:
Thirty-five of the eighty-four answers did not name Sprout Social; it was the first choice in sixteen. The first choices in those thirty-five answers, nine products in all, the eight most named: