In the November 2026 Edition, 237 of the 252 answers collected in the one category where Ipsos MMA 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.
Gane, the publisher, sells software in Attribution & MMM, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
Eighty-four of the eighty-four answers did not name Ipsos MMA; it was the first choice in zero. The first choices in those eighty-four answers, twenty-nine products in all, the eight most named:
Eighty of the eighty-four answers did not name Ipsos MMA; it was the first choice in zero. The first choices in those eighty answers, twenty products in all, the eight most named:
Seventy-three of the eighty-four answers did not name Ipsos MMA; it was the first choice in one. The first choices in those seventy-three answers, twenty-three 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 Ipsos MMA 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 Ipsos MMA 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 Ipsos MMA's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Ipsos MMA was named by a model, not endorsed by anyone.