# Moneybird: 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/moneybird

## 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% | 153 | 100% | 1 |

## And against it

- "Avoid Moneybird. They changed the deal and locked me out of my own business records." (Muse Glimmer 30B, Global e-invoicing compl)

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

### Domains cited

- accountantsdaily.com.au: 1
- barclayscorporate.com: 1
- capterra.com: 1
- consumer.ftc.gov: 1
- covoro.ai: 1
- deloitte.com: 1
- e-invoice.be: 1
- ec.europa.eu: 1
- entreprendre.service-public.gouv.fr: 1
- getswipe.in: 1

### Pages cited

- https://accountantsdaily.com.au/technology/20079-ditch-error-prone-insecure-invoicing-methods-says-asbfeo: 1
- https://barclayscorporate.com/fraud-protection/invoice-fraud: 1
- https://capterra.com/p/129680/Invoicely/reviews: 1
- https://capterra.com/p/144576/Moon-Invoice/reviews: 1
- https://capterra.com/p/157150/GetMyInvoices/reviews: 1
- https://consumer.ftc.gov/consumer-alerts/2026/05/run-small-business-pay-your-bills-not-scammers: 1
- https://covoro.ai/uae/terms-conditions: 1
- https://deloitte.com/be/en/services/tax/services/e-invoicing.html: 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.