# Intuit / QuickBooks: 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/intuit-quickbooks

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Invoicing software](https://www.gane.ai/index/finance/receivables/invoicing-software/index.md) | 0% | 83 | 100% | 1 |

## And against it

- "Trustpilot reviews for quickbooks.com are summarized as "Bad" 1.1 / 5. Recent reviewers were let down overall" (Muse Glimmer 30B, Invoicing software)

## 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 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |

## Sources returned with these answers

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

### Domains cited

- api-c.paypal.com: 1
- buckeye.bank: 1
- capterra.com: 1
- finbite.eu: 1
- hoxhunt.com: 1
- linkedin.com: 1
- margbooks.com: 1
- odo24.pl: 1
- softwareadvice.com: 1
- swydo.com: 1

### Pages cited

- https://api-c.paypal.com/us/brc/article/invoicing-mistakes: 1
- https://buckeye.bank/news/that-invoice-could-be-a-trap: 1
- https://capterra.com/p/131433/Chargebee/reviews: 1
- https://finbite.eu/en/preventing-invoice-fraud: 1
- https://hoxhunt.com/blog/invoice-fraud: 1
- https://linkedin.com/posts/parvesh_invoicera-fintech-invoicingtools-activity-7317845963962830849-b3ds: 1
- https://margbooks.com/blogs/how-to-ensure-data-security-in-your-invoice-management-system: 1
- https://odo24.pl/en/knowledge/blog/do-invoices-fall-under-gdpr-facts-and-myths: 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.