One category · what the models named insteadAlternatives to Marin Software, as AI models named them
In the November 2026 Edition, 209 of the 252 answers collected in the one category where Marin Software 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.
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Eighty-four of the eighty-four answers did not name Marin Software; it was the first choice in zero. The first choices in those eighty-four answers, nineteen products in all, the eight most named:
Seventy-six of the eighty-four answers did not name Marin Software; it was the first choice in zero. The first choices in those seventy-six answers, seventeen products in all, the eight most named:
Forty-nine of the eighty-four answers did not name Marin Software; it was the first choice in eight. The first choices in those forty-nine answers, seven products in all:
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 Marin Software 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 Marin Software 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 Marin Software's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Marin Software was named by a model, not endorsed by anyone.