# EcoOnline ESG: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 6 judge labels across 1 categories by 6 of 14 models. Page: https://finance-ai-index.com/vendors/ecoonline-esg/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| ESG and carbon reporting | 2% | 12 | 0% | 6 |

## What the models said for it

- "is frequently cited as the best option for mid-market sustainability teams" (Claude Haiku 4.5, ESG and carbon reporting)
- "Other notable options include Novata and EcoOnline, which are also recommended for mid-market sustainability teams" (Mistral Small, ESG and carbon reporting)
- "Other options include EcoOnline and Novata, which are also suitable for mid-market companies." (Llama 4 Maverick, ESG and carbon reporting)
- "Mid-market platforms like Coolset, EcoOnline ESG, Sweep, or Guideflow often fit best" (Grok 4.1 Fast, ESG and carbon reporting)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- ESG and carbon reporting: 8% to 2%, −6. Inside the floor by 4 points · rank 6 → 12 of 110.

## In its own words

What EcoOnline ESG's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Smarter ESG & sustainability decisions with ESG software (https://www.ecoonline.com/en-us/esg-software/)
- For: Businesses seeking ESG and sustainability reporting and management (https://www.ecoonline.com/esg-software)
- Customers named: Atkinsrealis, AXA, Carrier, Delta Airlines, Marek, Mcdonald, Goodwill, Jacobs

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.