In the October 2026 Edition, 115 of the 252 answers collected in the one category where incident.io 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-two of the eighty-four answers did not name incident.io; it was the first choice in thirty-two. The first choices in those thirty-two answers, seven products in all:
Thirty-six of the eighty-four answers did not name incident.io; it was the first choice in twenty-seven. The first choices in those thirty-six answers, seven products in all:
Forty-seven of the eighty-four answers did not name incident.io; it was the first choice in twelve. The first choices in those forty-seven answers, seven products in all:
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 incident.io 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 incident.io 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 incident.io'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 incident.io was named by a model, not endorsed by anyone.