Index › Finance › Products › Normative › Alternatives · November 2026 Edition
One category · what the models named instead

Alternatives to Normative, as AI models named them

In the November 2026 Edition, 215 of the 252 answers collected in the one category where Normative 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 215 answers that did not name Normative, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

ESG and carbon reporting

Equity and corporate. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Normative is not its first choice or an alternative in it.
Small businessNormative is #7 of 17 here at 2% of first choices, 29 labels.

Sixty-one of the eighty-four answers did not name Normative; it was the first choice in four. The first choices in those sixty-one answers, twenty-one products in all, the eight most named:

Greenly15 of 61
Persefoni9 of 61
Seedling4 of 61
Sweep3 of 61
ESGgo2 of 61
13 more in the record.The full small business standing →
Mid-marketNormative is #8 of 13 here at 0% of first choices, 12 labels.

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

Greenly12 of 75
Workiva ESG12 of 75
Persefoni7 of 75
Sweep6 of 75
Watershed3 of 75
Novisto2 of 75
cubemos2 of 75
12 more in the record.The full mid-market standing →
EnterpriseNormative holds 8 labels here, under the 10-label cutoff, so it is unranked.

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

Workiva ESG36 of 79
Watershed10 of 79
IBM Envizi5 of 79
APLANET3 of 79
Novisto3 of 79
Enablon1 of 79
5 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 Normative 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 Normative 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 Normative's side.

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