# Normative: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 12 judge labels across 1 category by 8 of 14 models. Page: https://www.gane.ai/index/finance/vendors/normative

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ESG and carbon reporting](https://www.gane.ai/index/finance/corporate/esg-and-carbon-reporting/index.md) | 0% | 20 | 0% | 12 |

## What the models said for it

- "Excellent carbon accounting with verified data and advisory services; scalable for growing Scope 3 needs." (Grok 4.20, ESG and carbon reporting)
- "For small businesses (under 200 employees), Normative, Plan A, and Greenly are recommended" (Claude Haiku 4.5, ESG and carbon reporting)
- "Generally offer more accessible carbon-accounting and climate-reporting entry points" (Perplexity Sonar, ESG and carbon reporting)
- "SME or mid‑market carbon‑focused team | Greenly / Normative / Coolset" (GLM 4.7 FlashX, ESG and carbon reporting)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Normative, from 45 of the 49 answers that named it (only the models that return a source list).

### Domains cited

- toolradar.com: 18
- fanruan.com: 16
- cubemos.com: 15
- coolset.com: 14
- councilfire.org: 13
- emeraldpower.io: 13
- g2.com: 13
- softwareadvice.com: 13
- guideflow.com: 12
- onestopesg.com: 12

### Pages cited

- https://cubemos.com/en/blog/esg-software-vergleich: 15
- https://fanruan.com/en/blog/top-sustainability-reporting-tools: 14
- https://coolset.com/academy/best-esg-reporting-software-tools: 13
- https://councilfire.org/guides/top-5-esg-frameworks-for-smes: 13
- https://emeraldpower.io/articles/top-10-esg-reporting-software-platforms-for-2026-global-guide: 12
- https://greenly.earth/en-us/blog/company-guide/our-top-5-esg-softwares: 10
- https://softwareadvice.com/esg/small-business: 10
- https://toolradar.com/guides/best-esg-reporting-software: 10

## In its own words

What Normative's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Carbon accounting software that helps companies calculate, report, and reduce their greenhouse gas emissions across Scope 1, 2, and 3. (https://normative.io/)
- For: companies (https://normative.io/)
- Price stated: Essential and Premium packages (https://normative.io/pricing)
- Certifications: ISO 25051, ISO 27001
- Hosting: Germany, Sweden, Ireland, Netherlands, USA (SCCs), UK (Adequacy)
- Customers named: Flying Tiger Copenhagen, Scapa, Aasted, Topps Tiles, Hertz, Vodafone, SEB Group, Dunelm

## What it publishes

Every page normative.io exposes, read 2026-09-29: 254 addresses. By kind, pages and the last 90 days:

- blog: 155 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 3 pages, 0 in the last 90 days, latest undated
- comparison: 5 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 1 pages, 0 in the last 90 days, latest undated

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.