Three categories · what the models named insteadAlternatives to Fathom, as AI models named them
In the October 2026 Edition, 647 of the 756 answers collected in the three categories where Fathom 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.
FP&A platforms
Fifty-one of the eighty-four answers did not name Fathom; it was the first choice in fourteen. The first choices in those fifty-one answers, twenty products in all, the eight most named:
Seventy-two of the eighty-four answers did not name Fathom; it was the first choice in eight. The first choices in those seventy-two answers, fourteen products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Fathom; it was the first choice in zero. The first choices in those eighty-four answers, eleven products in all, the eight most named:
Financial consolidation
Fifty-five of the eighty-four answers did not name Fathom; it was the first choice in seven. The first choices in those fifty-five answers, fifteen products in all, the eight most named:
Seventy-six of the eighty-four answers did not name Fathom; it was the first choice in one. The first choices in those seventy-six answers, fifteen products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Fathom; it was the first choice in zero. The first choices in those eighty-four answers, fourteen products in all, the eight most named:
Cash flow forecasting
Sixty-three of the eighty-four answers did not name Fathom; it was the first choice in one. The first choices in those sixty-three answers, twenty-one products in all, the eight most named:
Seventy-eight of the eighty-four answers did not name Fathom; it was the first choice in zero. The first choices in those seventy-eight answers, twenty-four products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Fathom; it was the first choice in zero. The first choices in those eighty-four answers, sixteen 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 Fathom 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 Fathom 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 Fathom's side.
Every answer and every label behind these figures is in the record, sent on request. The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Fathom was named by a model, not endorsed by anyone.