# QuickBooks for Business: 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/quickbooks-for-business

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Invoicing software](https://www.gane.ai/index/finance/receivables/invoicing-software/index.md) | 0% | 87 | 100% | 1 |

## And against it

- "Recent updates have caused crashes in the mileage tracker feature and broken keyword filtering in invoicing" (Claude Haiku 4.5, Invoicing software)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| 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 | 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 QuickBooks for Business, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- agencyhandy.com: 1
- appimp.app: 1
- artsyltech.com: 1
- billdu.com: 1
- blog.invault.xyz: 1
- bookipi.com: 1
- capterra.com: 1
- cflowapps.com: 1
- en.wikipedia.org: 1
- forums.mikeholt.com: 1

### Pages cited

- https://agencyhandy.com/subscription-management/client-invoicing/problems-and-solutions: 1
- https://appimp.app/c/invoicing-apps: 1
- https://appimp.app/markets/invoicing-apps: 1
- https://artsyltech.com/invoicing-software: 1
- https://billdu.com/blog/common-invoicing-mistakes: 1
- https://blog.invault.xyz/invoice-organization-in-2026: 1
- https://bookipi.com/bookkeeping/best-invoicing-software: 1
- https://capterra.com/p/166559/BILL/reviews: 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.