Two categories · what the models named insteadAlternatives to Adobe Marketo Engage, as AI models named them
In the September 2026 Edition, 344 of the 432 answers collected in the two categories where Adobe Marketo Engage 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.
Marketing automation and campaign management
Seventy-two of the seventy-two answers did not name Adobe Marketo Engage; it was the first choice in zero. The first choices in those seventy-two answers, seven products in all:
Fifty of the seventy-two answers did not name Adobe Marketo Engage; it was the first choice in three. The first choices in those fifty answers, four products in all:
Thirty-four of the seventy-two answers did not name Adobe Marketo Engage; it was the first choice in thirty. The first choices in those thirty-four answers, three products in all:
The full enterprise standing →
Email marketing platforms
Seventy-two of the seventy-two answers did not name Adobe Marketo Engage; it was the first choice in zero. The first choices in those seventy-two answers, ten products in all, the eight most named:
Seventy of the seventy-two answers did not name Adobe Marketo Engage; it was the first choice in zero. The first choices in those seventy answers, nine products in all, the eight most named:
Forty-six of the seventy-two answers did not name Adobe Marketo Engage; it was the first choice in eleven. The first choices in those forty-six answers, twelve 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 Adobe Marketo Engage 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 Adobe Marketo Engage 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 Adobe Marketo Engage'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 Adobe Marketo Engage was named by a model, not endorsed by anyone.