# Shopee: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/shopee

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce marketing](https://www.gane.ai/index/gtm/marketing/ecommerce-marketing/index.md) | 0% | 137 | 100% | 1 |
| [Ecommerce platforms](https://www.gane.ai/index/gtm/revops/ecommerce-platforms/index.md) | 0% | 43 | 0% | 1 |

## And against it

- "it is recommended to avoid marketplaces like Shopee and Lazada as primary sales funnels" (Llama 4 Maverick, Ecommerce marketing)

## 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 | 1 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Shopee, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- bigcommerce.com: 1
- bsn.com.my: 1
- capterra.com: 1
- coalitiontechnologies.com: 1
- dev.to: 1
- digitalforlife.gov.sg: 1
- ecommercemanager.co: 1
- fitsmallbusiness.com: 1
- forbes.com: 1
- gane.ai/index: 1

### Pages cited

- https://bigcommerce.com/articles/ecommerce/ecommerce-platforms: 1
- https://bsn.com.my/page/ecommerce-scam: 1
- https://capterra.com/p/131883/Bigcommerce/reviews: 1
- https://coalitiontechnologies.com/blog/2026-ecommerce-platform-comparison-for-small-businesses: 1
- https://dev.to/sotergreco/woocommerce-is-it-really-that-bad-67-market-share-5c9c: 1
- https://digitalforlife.gov.sg/-/media/digital-for-life/resources/documents/2023/12/be-safe---ecommerce-scams-tipsheets/ecommerce-scams-en: 1
- https://digitalforlife.gov.sg/api/media/15f05ecf-bc21-4df2-91a8-15435c067299/ECOMMERCE-SCAMS-EN.pdf: 1
- https://ecommercemanager.co/uncategorized/the-best-ecommerce-platform-for-your-online-store-2: 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.