# 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/gtm/vendors/quickbooks

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Order management systems](https://www.gane.ai/index/gtm/revops/order-management-systems/index.md) | 0% | 174 | 100% | 1 |

## And against it

- "QuickBooks is an accounting tool, not an OMS... often results in database corruption, slow processing times, and inventory lag" (Gemini 3.5 Flash, Order management)

## 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 | 1 | 1 |
| 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, from 4 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 3
- reddit.com: 3
- alium.io: 2
- ftc.gov: 2
- g2.com: 2
- help.shopify.com: 2
- softwareadvice.com: 2
- trustpilot.com: 2
- albato.com: 1
- apps.shopify.com: 1

### Pages cited

- https://alium.io/research/top-complaints-subscription-management: 2
- https://capterra.com/p/131433/Chargebee/reviews: 2
- https://ftc.gov/news-events/news/press-releases/2026/10/ftc-states-take-action-against-toast-inc-over-hidden-unauthorized-fees-deceptive-subscription: 2
- https://reddit.com/r/SaaS/comments/1rov4f7/whats_the_most_frustrating_thing_about_your: 2
- https://trustpilot.com/review/quickbooks.com: 2
- https://albato.com/blog/publications/best-subscription-management-software: 1
- https://apps.shopify.com/subscription-payments/reviews: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-bzrc2ozdifpci: 1

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.