# Normative alternatives: what AI models name instead, October 2026

Finance AI Recommendation Index, October 2026 Edition. 226 of the 252 answers in the 1 category where Normative holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://finance-ai-index.com/vendors/normative/alternatives/

## Named instead, most often (every category and segment added)

- Greenly: 51
- Workiva: 36
- Watershed: 16
- Persefoni: 9
- Coolset: 6
- Sweep: 6

## ESG and carbon reporting

**Small business**: 70 of 84 answers did not name Normative (Normative is #4 of 12 at 2%).

- Greenly: first choice in 35 of those 70
- Sustain.Life: first choice in 5 of those 70
- Persefoni: first choice in 3 of those 70
- CarbonAnalytics: first choice in 2 of those 70
- Coolset: first choice in 2 of those 70
- Dcycle: first choice in 2 of those 70
- ESG Lift: first choice in 2 of those 70
- ExecutESG: first choice in 2 of those 70

**Mid-market**: 76 of 84 answers did not name Normative (Normative is #11 of 13 at 0%).

- Greenly: first choice in 16 of those 76
- Workiva: first choice in 10 of those 76
- Sweep: first choice in 6 of those 76
- Coolset: first choice in 4 of those 76
- Persefoni: first choice in 3 of those 76
- Watershed: first choice in 3 of those 76
- Aclymate: first choice in 2 of those 76
- Novisto: first choice in 2 of those 76

**Enterprise**: 80 of 84 answers did not name Normative.

- Workiva: first choice in 26 of those 80
- Watershed: first choice in 13 of those 80
- IBM Envizi: first choice in 3 of those 80
- Persefoni: first choice in 3 of those 80
- CarbonTool: first choice in 2 of those 80
- APLANET: first choice in 1 of those 80
- Cority: first choice in 1 of those 80
- Intelex: first choice in 1 of those 80

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.