In the November 2026 Edition, 181 of the 252 answers collected in the one category where LinkedIn Video Ads 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.
Sixty of the eighty-four answers did not name LinkedIn Video Ads; it was the first choice in twelve. The first choices in those sixty answers, fifteen products in all, the eight most named:
Sixty-three of the eighty-four answers did not name LinkedIn Video Ads; it was the first choice in twelve. The first choices in those sixty-three answers, thirteen products in all, the eight most named:
Fifty-eight of the eighty-four answers did not name LinkedIn Video Ads; it was the first choice in nineteen. The first choices in those fifty-eight answers, twelve products in all, the eight most named:
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 LinkedIn Video Ads 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 LinkedIn Video Ads 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 LinkedIn Video Ads's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of LinkedIn Video Ads was named by a model, not endorsed by anyone.