AI Indexes
GTM AI Index
Index › Products › Prospero › Alternatives · October 2026 Edition
One category · what the models named instead

Alternatives to Prospero, as AI models named them

In the October 2026 Edition, 229 of the 252 answers collected in the one category where Prospero 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 229 answers that did not name Prospero, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Proposal software

Revenue operations. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Prospero is not its first choice or an alternative in it.
Small businessProspero is #3 of 7 here at 4% of first choices, 11 labels.

Seventy-four of the eighty-four answers did not name Prospero; it was the first choice in two. The first choices in those seventy-four answers, nine products in all, the eight most named:

1 more in the record.The full small business standing →
Mid-marketProspero is #4 of 9 here at 6% of first choices, 14 labels.

Seventy-two of the eighty-four answers did not name Prospero; it was the first choice in three. The first choices in those seventy-two answers, six products in all:

The full mid-market standing →
EnterpriseProspero holds 2 labels here, under the 10-label cutoff, so it is unranked.

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

14 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 Prospero 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 Prospero 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 Prospero'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 Prospero was named by a model, not endorsed by anyone.