Four categories · what the models named insteadAlternatives to ChartHop, as AI models named them
In the November 2026 Edition, 725 of the 1,008 answers collected in the four categories where ChartHop 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.
Org charts and org design
Sixty-four of the eighty-four answers did not name ChartHop; it was the first choice in one. The first choices in those sixty-four answers, fourteen products in all, the eight most named:
Forty-two of the eighty-four answers did not name ChartHop; it was the first choice in twenty-four. The first choices in those forty-two answers, thirteen products in all, the eight most named:
Forty-six of the eighty-four answers did not name ChartHop; it was the first choice in fifteen. The first choices in those forty-six answers, seventeen products in all, the eight most named:
Workforce planning
Fifty-seven of the eighty-four answers did not name ChartHop; it was the first choice in nine. The first choices in those fifty-seven answers, twenty-one products in all, the eight most named:
Fifty-one of the eighty-four answers did not name ChartHop; it was the first choice in sixteen. The first choices in those fifty-one answers, fifteen products in all, the eight most named:
Seventy-two of the eighty-four answers did not name ChartHop; it was the first choice in three. The first choices in those seventy-two answers, eleven products in all, the eight most named:
People analytics
Fifty-seven of the eighty-four answers did not name ChartHop; it was the first choice in four. The first choices in those fifty-seven answers, seventeen products in all, the eight most named:
Forty-five of the eighty-four answers did not name ChartHop; it was the first choice in fourteen. The first choices in those forty-five answers, sixteen products in all, the eight most named:
Sixty-two of the eighty-four answers did not name ChartHop; it was the first choice in four. The first choices in those sixty-two answers, eight products in all:
Succession planning
Eighty of the eighty-four answers did not name ChartHop; it was the first choice in zero. The first choices in those eighty answers, twenty-two products in all, the eight most named:
Seventy-four of the eighty-four answers did not name ChartHop; it was the first choice in one. The first choices in those seventy-four answers, sixteen products in all, the eight most named:
Seventy-five of the eighty-four answers did not name ChartHop; it was the first choice in zero. The first choices in those seventy-five answers, fifteen products in all, the eight most named:
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 ChartHop 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 ChartHop 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 ChartHop's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of ChartHop was named by a model, not endorsed by anyone.