# Sweep: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 35 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/finance/vendors/sweep

## 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) | 13% | 3 | 3% | 35 |

## What the models said for it

- "Start by requesting demos from Watershed and Sweep. These two cover the vast majority of mid-sized B2B needs" (Qwen 3.7 Flash, ESG and carbon reporting)
- "Often the best fit for 500 employees): *Examples:* Watershed, Sweep, Position Green, Novata, Persefoni, Greenly." (Gemini 3.5 Flash, ESG and carbon reporting)
- "My default pick: Sweep—if you want one platform for emissions, broader ESG disclosures, and value-chain data." (GPT-6 Luna, ESG and carbon reporting)
- "Sweep — Strong for EU compliance, supply-chain/Scope 3, and AI-driven data collection. Good for mid-market." (Grok 4.20, ESG and carbon reporting)

## And against it

- "~$15,000/year, good for corporate decarbonization and CSRD compliance" (GLM 4.7 FlashX, ESG and carbon reporting)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Sweep, from 68 of the 76 answers that named it (only the models that return a source list).

### Domains cited

- greenly.earth: 26
- g2.com: 23
- fanruan.com: 22
- toolradar.com: 20
- sweep.net: 17 (its own site)
- cubemos.com: 16
- onestopesg.com: 16
- emeraldpower.io: 15
- seedling.earth: 15
- softwareadvice.com: 15

### Pages cited

- https://greenly.earth/en-us/blog/company-guide/our-top-5-esg-softwares: 18
- https://cubemos.com/en/blog/esg-software-vergleich: 16
- https://emeraldpower.io/articles/top-10-esg-reporting-software-platforms-for-2026-global-guide: 15
- https://impactbuying.com/best-esg-reporting-software: 14
- https://toolradar.com/guides/best-esg-reporting-software: 14
- https://coolset.com/academy/best-esg-reporting-software-tools: 12
- https://fanruan.com/en/blog/top-sustainability-reporting-tools: 11
- https://esg-one.co/blog/esg-reporting-software-comparison: 10

## In its own words

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

- Positioning: the sustainability intelligence platform that turns sustainability data into measurable business performance (https://sweep.net/)
- For: Complex organizations; ambitious sustainability teams; finance teams (https://www.sweep.net/platform)
- Certifications: ISO 27001
- Customers named: SSE plc, Swisscom, MV Credit Partners LLP, SSE, BBGI, Composites One, Ekinops, Vimian Group

## What it publishes

Every page sweep.net exposes, read 2026-09-29: 1523 addresses. By kind, pages and the last 90 days:

- blog: 375 pages, 1 in the last 90 days, latest 2026-09-02
- case study: 105 pages, 0 in the last 90 days, latest 2026-06-23
- webinar or virtual event: 7 pages, 0 in the last 90 days, latest 2025-11-13
- conference or event: 119 pages, 1 in the last 90 days, latest 2026-07-07
- report or ebook: 85 pages, 1 in the last 90 days, latest 2026-09-21
- comparison: 20 pages, 2 in the last 90 days, latest 2026-09-03
- template or tool: 10 pages, 2 in the last 90 days, latest 2026-08-21
- glossary or explainer: 39 pages, 0 in the last 90 days, latest 2026-04-17
- news or press: 81 pages, 3 in the last 90 days, latest 2026-09-09
- Recent: 2026-09-21 report or ebook: Fixing your sustainability data guide https://www.sweep.net/guides/fixing-your-sustainability-data-guide
- Recent: 2026-09-09 news or press: 94 of business leaders report climate related financial losses yet 79 lack the data to inform business strategy https://www.sweep.net/newsroom/94-of-business-leaders-report-climate-related-financial-losses-yet-79-lack-the-data-to-inform-business-strategy
- Recent: 2026-09-03 comparison: Uk srs vs secr https://www.sweep.net/blog/uk-srs-vs-secr
- Recent: 2026-09-02 blog: Ai anomaly detection in carbon data https://www.sweep.net/blog/ai-anomaly-detection-in-carbon-data
- Recent: 2026-08-31 news or press: Sweep integrates merieux nutrisciences blonks agri footprint flag data into its factors library https://www.sweep.net/en-gb/newsroom/sweep-integrates-merieux-nutrisciences-blonks-agri-footprint-flag-data-into-its-factors-library
- Recent: 2026-08-31 news or press: Sweep integrates merieux nutrisciences blonks agri footprint flag data into its factors library https://www.sweep.net/en-us/newsroom/sweep-integrates-merieux-nutrisciences-blonks-agri-footprint-flag-data-into-its-factors-library

## 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.