Index › GTM › Products › Relevance AI › Alternatives · November 2026 Edition
One category · what the models named instead

Alternatives to Relevance AI, as AI models named them

In the November 2026 Edition, 225 of the 238 answers collected in the one category where Relevance AI 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.

Named instead, most often
First choices in the 225 answers that did not name Relevance AI, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Gane, the publisher, sells software in AI marketing agents, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.

AI marketing agents

Marketing. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Relevance AI is not its first choice or an alternative in it.
Small businessRelevance AI holds 2 labels here, under the 10-label cutoff, so it is unranked.

Eighty-two of the eighty-four answers did not name Relevance AI; it was the first choice in zero. The first choices in those eighty-two answers, twenty-two products in all, the eight most named:

14 more in the record.The full small business standing →
Mid-marketRelevance AI is #5 of 5 here at 0% of first choices, 13 labels.

Seventy-four of the eighty-four answers did not name Relevance AI; it was the first choice in zero. The first choices in those seventy-four answers, twenty-three products in all, the eight most named:

15 more in the record.The full mid-market standing →
EnterpriseRelevance AI holds 5 labels here, under the 10-label cutoff, so it is unranked.

Sixty-nine of the seventy answers did not name Relevance AI; it was the first choice in zero. The first choices in those sixty-nine answers, twenty products in all, the eight most named:

12 more in the record.The full enterprise standing →

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 Relevance AI 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 Relevance AI 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 Relevance AI's side.

The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Relevance AI was named by a model, not endorsed by anyone.