# Qonto: 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/qonto

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Spend management platforms](https://www.gane.ai/index/finance/spend/spend-management-platforms/index.md) | 0% | 54 | 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 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| 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 Qonto, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 3
- bill.com: 2
- industry-lens.com: 2
- mindsprint.com: 2
- resources.rework.com: 2
- airwallex.com: 1
- albato.com: 1
- bbb.org: 1
- brex.com: 1
- buy-from-europe.com: 1

### Pages cited

- https://mindsprint.com/resources/blogs/spend-management-software: 2
- https://airwallex.com/en-us/blog/best-spend-management-software: 1
- https://albato.com/blog/publications/best-expense-management-software: 1
- https://bbb.org/us/ca/palo-alto/profile/business-travel/navan-inc-1216-1000028743: 1
- https://bill.com/blog/best-accounts-payable-automation-software: 1
- https://bill.com/blog/best-accounts-payable-software: 1
- https://bill.com/blog/best-spend-management-software: 1
- https://bill.com/compare/bill-vs-ramp: 1

## In its own words

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

- Positioning: Manage all your finances from your Qonto business account (https://qonto.com/)
- For: SMEs and freelancers (https://qonto.com/)
- Integrations claimed: 2000 (https://qonto.com/)
- Customers named: Poiscaille, Ooak Data, AS Projets, Solarian

## What it publishes

Every page qonto.com exposes, read 2026-09-29: 10394 addresses. By kind, pages and the last 90 days:

- blog: 353 pages, 1 in the last 90 days, latest 2026-07-01
- case study: 14 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: 2 pages, 0 in the last 90 days, latest 2022-03-22
- comparison: 10 pages, 0 in the last 90 days, latest 2025-10-27
- template or tool: 17 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 8 pages, 0 in the last 90 days, latest 2025-05-11
- podcast or video: 3 pages, 0 in the last 90 days, latest 2023-04-24
- news or press: 3 pages, 0 in the last 90 days, latest undated
- Recent: 2026-07-01 blog: Types of income streams https://qonto.com/en/blog/business-management/banking/types-of-income-streams
- Recent: 2026-06-04 blog: Good finance management for micro enterprises and smes https://qonto.com/en/blog/creators/financing/good-finance-management-for-micro-enterprises-and-smes
- Recent: 2026-06-01 blog: Finance apps https://qonto.com/en/blog/business-management/finances/finance-apps
- Recent: 2025-11-19 blog: Freelancers and health insurance in germany https://qonto.com/en/blog/freelancers/tools-and-tips/freelancers-and-health-insurance-in-germany
- Recent: 2025-11-19 blog: How to find new clients for your freelance business https://qonto.com/en/blog/freelancers/business-development/how-to-find-new-clients-for-your-freelance-business
- Recent: 2025-11-11 blog: Protecting your business from invoice fraud https://qonto.com/en/blog/qonto/security/protecting-your-business-from-invoice-fraud

## 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.