In the November 2026 Edition, 3,467 of the 4,536 answers collected in the eighteen categories where Rippling 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.
Thirty-four of the eighty-four answers did not name Rippling; it was the first choice in ten. The first choices in those thirty-four answers, four products in all:
Forty-three of the eighty-four answers did not name Rippling; it was the first choice in twenty-three. The first choices in those forty-three answers, six products in all:
Sixty-three of the eighty-four answers did not name Rippling; it was the first choice in seven. The first choices in those sixty-three answers, nine products in all, the eight most named:
Forty-six of the eighty-four answers did not name Rippling; it was the first choice in two. The first choices in those forty-six answers, seven products in all:
Forty-eight of the eighty-four answers did not name Rippling; it was the first choice in fifteen. The first choices in those forty-eight answers, ten products in all, the eight most named:
Sixty-five of the eighty-four answers did not name Rippling; it was the first choice in one. The first choices in those sixty-five answers, eleven products in all, the eight most named:
Forty-five of the eighty-four answers did not name Rippling; it was the first choice in three. The first choices in those forty-five answers, five products in all:
Forty-six of the eighty-four answers did not name Rippling; it was the first choice in twenty. The first choices in those forty-six answers, nine products in all, the eight most named:
Forty-nine of the eighty-four answers did not name Rippling; it was the first choice in twelve. The first choices in those forty-nine answers, fourteen products in all, the eight most named:
Forty-four of the eighty-four answers did not name Rippling; it was the first choice in two. The first choices in those forty-four answers, nine products in all, the eight most named:
Forty-one of the eighty-four answers did not name Rippling; it was the first choice in fifteen. The first choices in those forty-one answers, ten products in all, the eight most named:
Sixty-three of the eighty-four answers did not name Rippling; it was the first choice in two. The first choices in those sixty-three answers, ten products in all, the eight most named:
Fifty of the eighty-four answers did not name Rippling; it was the first choice in eight. The first choices in those fifty answers, fifteen products in all, the eight most named:
Fifty-three of the eighty-four answers did not name Rippling; it was the first choice in sixteen. The first choices in those fifty-three answers, fourteen products in all, the eight most named:
Sixty-five of the eighty-four answers did not name Rippling; it was the first choice in two. The first choices in those sixty-five answers, nineteen products in all, the eight most named:
Sixty-eight of the eighty-four answers did not name Rippling; it was the first choice in three. The first choices in those sixty-eight answers, nine products in all, the eight most named:
Sixty-five of the eighty-four answers did not name Rippling; it was the first choice in nine. The first choices in those sixty-five answers, nineteen products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Rippling; it was the first choice in zero. The first choices in those eighty-four answers, eleven products in all, the eight most named:
Seventy-five of the eighty-four answers did not name Rippling; it was the first choice in three. The first choices in those seventy-five answers, fourteen products in all, the eight most named:
Sixty of the eighty-four answers did not name Rippling; it was the first choice in twelve. The first choices in those sixty answers, fifteen products in all, the eight most named:
Sixty-six of the eighty-four answers did not name Rippling; it was the first choice in seven. The first choices in those sixty-six answers, twenty-one products in all, the eight most named:
Seventy-eight of the eighty-four answers did not name Rippling; it was the first choice in three. The first choices in those seventy-eight answers, fourteen products in all, the eight most named:
Sixty-five of the eighty-four answers did not name Rippling; it was the first choice in eight. The first choices in those sixty-five answers, fifteen products in all, the eight most named:
Sixty of the eighty-four answers did not name Rippling; it was the first choice in twelve. The first choices in those sixty answers, nineteen products in all, the eight most named:
Forty-seven of the eighty-four answers did not name Rippling; it was the first choice in four. The first choices in those forty-seven answers, four products in all:
Fifty-two of the eighty-four answers did not name Rippling; it was the first choice in seven. The first choices in those fifty-two answers, six products in all:
Sixty-two of the eighty-four answers did not name Rippling; it was the first choice in one. The first choices in those sixty-two answers, eight products in all:
Sixty-two of the eighty-four answers did not name Rippling; it was the first choice in two. The first choices in those sixty-two answers, ten products in all, the eight most named:
Fifty-eight of the eighty-four answers did not name Rippling; it was the first choice in four. The first choices in those fifty-eight answers, ten products in all, the eight most named:
Fifty-four of the eighty-four answers did not name Rippling; it was the first choice in four. The first choices in those fifty-four answers, twelve products in all, the eight most named:
Sixty-three of the eighty-four answers did not name Rippling; it was the first choice in two. The first choices in those sixty-three answers, nine products in all, the eight most named:
Sixty-seven of the eighty-four answers did not name Rippling; it was the first choice in two. The first choices in those sixty-seven answers, ten products in all, the eight most named:
Seventy-eight of the eighty-four answers did not name Rippling; it was the first choice in zero. The first choices in those seventy-eight answers, fifteen products in all, the eight most named:
Fifty of the eighty-four answers did not name Rippling; it was the first choice in ten. The first choices in those fifty answers, seventeen products in all, the eight most named:
Seventy-six of the eighty-four answers did not name Rippling; it was the first choice in two. The first choices in those seventy-six answers, eighteen products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Rippling; it was the first choice in zero. The first choices in those eighty-four answers, nine products in all, the eight most named:
Sixty-one of the eighty-four answers did not name Rippling; it was the first choice in twelve. The first choices in those sixty-one answers, twenty products in all, the eight most named:
Sixty-seven of the eighty-four answers did not name Rippling; it was the first choice in one. The first choices in those sixty-seven answers, twenty-five products in all, the eight most named:
Eighty-two of the eighty-four answers did not name Rippling; it was the first choice in zero. The first choices in those eighty-two answers, eighteen products in all, the eight most named:
Fifty-seven of the eighty-four answers did not name Rippling; it was the first choice in ten. The first choices in those fifty-seven answers, nineteen products in all, the eight most named:
Seventy-four of the eighty-four answers did not name Rippling; it was the first choice in one. The first choices in those seventy-four answers, twenty products in all, the eight most named:
Eighty-two of the eighty-four answers did not name Rippling; it was the first choice in zero. The first choices in those eighty-two answers, thirteen products in all, the eight most named:
Fifty-nine of the eighty-four answers did not name Rippling; it was the first choice in seven. The first choices in those fifty-nine answers, twenty-six products in all, the eight most named:
Seventy-four of the eighty-four answers did not name Rippling; it was the first choice in two. The first choices in those seventy-four answers, twenty-two products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Rippling; it was the first choice in zero. The first choices in those eighty-four answers, twenty-two products in all, the eight most named:
Seventy-three of the eighty-four answers did not name Rippling; it was the first choice in three. The first choices in those seventy-three answers, twenty-one products in all, the eight most named:
Seventy-four of the eighty-four answers did not name Rippling; it was the first choice in one. The first choices in those seventy-four answers, seventeen products in all, the eight most named:
Eighty-three of the eighty-four answers did not name Rippling; it was the first choice in zero. The first choices in those eighty-three answers, fourteen products in all, the eight most named:
Seventy-nine of the eighty-four answers did not name Rippling; it was the first choice in one. The first choices in those seventy-nine answers, eleven products in all, the eight most named:
Seventy-eight of the eighty-four answers did not name Rippling; it was the first choice in zero. The first choices in those seventy-eight answers, thirteen products in all, the eight most named:
Eighty-three of the eighty-four answers did not name Rippling; it was the first choice in zero. The first choices in those eighty-three answers, nine products in all, the eight most named:
Sixty-seven of the eighty-four answers did not name Rippling; it was the first choice in five. The first choices in those sixty-seven answers, twenty-one products in all, the eight most named:
Seventy-seven of the eighty-four answers did not name Rippling; it was the first choice in zero. The first choices in those seventy-seven answers, twenty products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Rippling; it was the first choice in zero. The first choices in those eighty-four answers, twelve 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 Rippling 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 Rippling 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 Rippling's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Rippling was named by a model, not endorsed by anyone.