# CJ Dropshipping: 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/cj-dropshipping

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Strategic sourcing](https://www.gane.ai/index/finance/spend/strategic-sourcing/index.md) | 0% | 132 | 100% | 1 |

## And against it

- "Allegations of misrepresenting shipping times - Claims of scam behavior" (Kimi K2, Strategic sourcing)

## 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 | 1 | 1 |
| 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 CJ Dropshipping, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- reddit.com: 2
- sourcy.ai: 2
- accc.gov.au: 1
- alidropship.com: 1
- arxiv.org: 1
- auravms.com: 1
- autods.com: 1
- aws.amazon.com: 1
- bitdefender.com: 1
- buyingstation.com: 1

### Pages cited

- https://sourcy.ai/sourcing/scams: 2
- https://accc.gov.au/business/small-business/small-business-toolkit/rights-and-responsibilities-of-your-small-business/keeping-your-small-business-safe-from-scams: 1
- https://alidropship.com/is-oberlo-a-scam: 1
- https://arxiv.org/html/1906.09208v3: 1
- https://arxiv.org/html/1910.06144v2: 1
- https://auravms.com/blogs/coupa-alternatives-small-business-2026: 1
- https://auravms.com/blogs/free-vs-paid-procurement-software-smb-2026: 1
- https://auravms.com/blogs/hidden-costs-procurement-software-what-you-actually-pay: 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.