Two categories · what the models named insteadAlternatives to Census, as AI models named them
In the October 2026 Edition, 346 of the 504 answers collected in the two categories where Census 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.
Data warehouse and reverse ETL for marketing
Forty-nine of the eighty-four answers did not name Census; it was the first choice in nine. The first choices in those forty-nine answers, sixteen products in all, the eight most named:
Twenty-nine of the eighty-four answers did not name Census; it was the first choice in fifteen. The first choices in those twenty-nine answers, nine products in all, the eight most named:
Thirty-three of the eighty-four answers did not name Census; it was the first choice in fifteen. The first choices in those thirty-three answers, ten products in all, the eight most named:
Customer data platforms
Seventy-nine of the eighty-four answers did not name Census; it was the first choice in zero. The first choices in those seventy-nine answers, nineteen products in all, the eight most named:
Seventy-eight of the eighty-four answers did not name Census; it was the first choice in one. The first choices in those seventy-eight answers, eleven products in all, the eight most named:
Seventy-eight of the eighty-four answers did not name Census; it was the first choice in two. The first choices in those seventy-eight answers, fourteen 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 Census 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 Census 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 Census'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 Census was named by a model, not endorsed by anyone.