# Peppol: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Global e-invoicing compliance](https://www.gane.ai/index/finance/tax/global-e-invoicing-compliance/index.md) | 0% | 129 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Peppol, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- alvarezandmarsal.com: 1
- breachhistory.com: 1
- businessday.ng: 1
- cisoai.au: 1
- comarch.com: 1
- dddinvoices.com: 1
- easyap.com: 1
- ecosio.com: 1
- g2.com: 1
- gov.uk: 1

### Pages cited

- https://alvarezandmarsal.com/sites/default/files/2026-04/488696-59191_Designed%20PDF.pdf: 1
- https://breachhistory.com/ramp: 1
- https://businessday.ng/news/article/e-invoicing-raises-new-risks-for-manufacturers-and-banks: 1
- https://cisoai.au/brief/breach-at-polish-invoicing: 1
- https://comarch.com/trade-and-services/data-management/news/choosing-a-secure-e-invoicing-provider-6-critical-factors-to-consider: 1
- https://dddinvoices.com/learn/e-invoicing-providers: 1
- https://easyap.com/en/blog/ciberseguridad-en-la-facturacion-electronica: 1
- https://ecosio.com/en/blog/21-must-ask-e-invoicing-rfp-questions: 1

## 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.