One category · what the models named insteadAlternatives to Kontakt.io, as AI models named them
In the September 2026 Edition, 168 of the 216 answers collected in the one category where Kontakt.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.
Retail, proximity and IoT marketing
Sixty-one of the seventy-two answers did not name Kontakt.io; it was the first choice in one. The first choices in those sixty-one answers, thirty-one products in all, the eight most named:
Fifty-one of the seventy-two answers did not name Kontakt.io; it was the first choice in six. The first choices in those fifty-one answers, twenty-two products in all, the eight most named:
Fifty-six of the seventy-two answers did not name Kontakt.io; it was the first choice in five. The first choices in those fifty-six answers, eighteen products in all, the eight most named:
How to read this
A category is asked six ways of each of twelve models on behalf of each buyer segment, so a segment is seventy-two answers. An answer belongs on this page when the judge labeled Kontakt.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 Kontakt.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 Kontakt.io's side.
Every answer and every label is in the free record. The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Kontakt.io was named by a model, not endorsed by anyone.