# Moon Invoice: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/finance/vendors/moon-invoice

## 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% | 159 | 100% | 2 |
| [Invoicing software](https://www.gane.ai/index/finance/receivables/invoicing-software/index.md) | 0% | 90 | 100% | 1 |

## And against it

- "Severe complaints including: Losing invoices and resetting to prior dates" (DeepSeek V4 Flash, Global e-invoicing compl)
- "Worst software I have ever used" ... "This program will lose your invoices." (Muse Glimmer 30B, Global e-invoicing compl)
- "Frequent bug reports: crashes, lag, settings not saving, sync mismatches" (GLM 4.7 FlashX, 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 | 1 | 1 |
| 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 | 1 | 1 |
| 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 Moon Invoice, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 3
- trustpilot.com: 3
- ec.europa.eu: 2
- softwareadvice.com: 2
- standardbank.co.za: 2
- accountantsdaily.com.au: 1
- activecollab.com: 1
- aws.amazon.com: 1
- barclayscorporate.com: 1
- buildops.com: 1

### Pages cited

- https://capterra.com/p/144576/Moon-Invoice/reviews: 2
- https://capterra.com/p/157150/GetMyInvoices/reviews: 2
- https://capterra.com/p/222215/Invoiced/reviews: 2
- https://ec.europa.eu/digital-building-blocks/sites/spaces/DIGITAL/pages/467108685/eInvoicing+Conformant+Solutions: 2
- https://standardbank.co.za/southafrica/business/products-and-services/security-centre/fraud-prevention/scams-and-fraud: 2
- https://accountantsdaily.com.au/technology/20079-ditch-error-prone-insecure-invoicing-methods-says-asbfeo: 1
- https://activecollab.com/blog/growth/best-e-invoicing-software-tools: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-osusyyfey6euq: 1

## In its own words

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

- Positioning: Modern Invoicing Software With Smart AI Features (https://mooninvoice.com/)
- For: small businesses (https://mooninvoice.com/)
- Price stated: $6.67 per month (https://www.mooninvoice.com/pricing)
- Starting price: $6.67 per month (https://www.mooninvoice.com/pricing)
- Free plan or trial: Get a Free Week of Invoicing (https://mooninvoice.com/)
- Integrations claimed: 20 (https://mooninvoice.com/); 15 (https://www.mooninvoice.com/integrations) (pages disagree)
- Customers named: AXI Wholesale & Liquidations

## What it publishes

Every page mooninvoice.com exposes, read 2026-09-29: 926 addresses. By kind, pages and the last 90 days:

- blog: 467 pages, 9 in the last 90 days, latest 2026-09-25
- case study: 20 pages, 0 in the last 90 days, latest undated
- comparison: 73 pages, 1 in the last 90 days, latest 2026-09-14
- template or tool: 4 pages, 0 in the last 90 days, latest 2026-03-19
- glossary or explainer: 28 pages, 0 in the last 90 days, latest 2026-06-15
- news or press: 73 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-25 blog: How to migrate from gloriafood to moon pos https://www.mooninvoice.com/blog/how-to-migrate-from-gloriafood-to-moon-pos
- Recent: 2026-09-21 blog: How long does a wire transfer take https://www.mooninvoice.com/blog/how-long-does-a-wire-transfer-take
- Recent: 2026-09-15 blog: How to price handyman jobs https://www.mooninvoice.com/blog/how-to-price-handyman-jobs
- Recent: 2026-09-14 comparison: Best gloriafood alternative https://www.mooninvoice.com/blog/best-gloriafood-alternative
- Recent: 2026-09-08 blog: Restaurant inventory management https://www.mooninvoice.com/blog/restaurant-inventory-management
- Recent: 2026-08-21 blog: Grocery store inventory management https://www.mooninvoice.com/blog/grocery-store-inventory-management

## 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.