# IBM Envizi alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 202 of the 252 answers in the 1 category where IBM Envizi holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://www.gane.ai/index/finance/vendors/ibm-envizi/alternatives

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

- Greenly: 41
- Persefoni: 22
- Watershed: 12
- Workiva ESG: 12
- Sweep: 10
- Sustain.Life: 7

## ESG and carbon reporting

**Small business**: 84 of 84 answers did not name IBM Envizi (IBM Envizi is #17 of 17 at 0%).

- Greenly: first choice in 28 of those 84
- Persefoni: first choice in 11 of those 84
- Sustain.Life: first choice in 7 of those 84
- ESGgo: first choice in 4 of those 84
- Normative: first choice in 4 of those 84
- Seedling: first choice in 4 of those 84
- Metrio: first choice in 3 of those 84
- Sweep: first choice in 3 of those 84

**Mid-market**: 72 of 84 answers did not name IBM Envizi (IBM Envizi is #11 of 13 at 0%).

- Greenly: first choice in 13 of those 72
- Persefoni: first choice in 9 of those 72
- Sweep: first choice in 6 of those 72
- Watershed: first choice in 4 of those 72
- Workiva ESG: first choice in 4 of those 72
- ESG Lift: first choice in 3 of those 72
- Emerald Power: first choice in 3 of those 72
- Horizon ESG: first choice in 2 of those 72

**Enterprise**: 46 of 84 answers did not name IBM Envizi (IBM Envizi is #3 of 11 at 6%).

- Watershed: first choice in 8 of those 46
- Workiva ESG: first choice in 8 of those 46
- APLANET: first choice in 3 of those 46
- Persefoni: first choice in 2 of those 46
- Generation Impact: first choice in 1 of those 46
- SmartSuite: first choice in 1 of those 46
- Sweep: first choice in 1 of those 46
- today.green: first choice in 1 of those 46

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