# OroCommerce: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 26 judge labels across 4 categories by 12 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/orocommerce

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce platforms](https://www.gane.ai/index/gtm/revops/ecommerce-platforms/index.md) | 0% | 13 | 0% | 15 |
| [Ecommerce marketing](https://www.gane.ai/index/gtm/marketing/ecommerce-marketing/index.md) | 0% | 14 | 0% | 9 |
| [Ecommerce search and merchandising](https://www.gane.ai/index/gtm/marketing/ecommerce-search-and-merchandising/index.md) | 0% | 36 | 0% | 1 |
| [Order management systems](https://www.gane.ai/index/gtm/revops/order-management-systems/index.md) | 0% | 71 | 0% | 1 |

## What the models said for it

- "B2B-native options for manufacturers, wholesalers and distributors that need RFQ, account hierarchy and multi-org complexity" (Muse Glimmer 30B, Ecommerce)
- "Built specifically for B2B, with capabilities such as multi-organization accounts, RFQ, CPQ, and complex pricing." (Perplexity Sonar, Ecommerce)
- "B2B-first operations with more unusual workflows and a willingness to accept a more specialized implementation" (Perplexity Sonar, Ecommerce marketing)
- "Offers B2B-first functionality and is suitable for distributors and manufacturers with development capacity." (Llama 4 Maverick, Ecommerce)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 3 | 0 | 0 | 3 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 2 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named OroCommerce, from 51 of the 52 answers that named it (only the models that return a source list).

### Domains cited

- oroinc.com: 33
- shopify.com: 31
- forbes.com: 29
- virtocommerce.com: 22
- guideflow.com: 19
- diztinct.com: 14
- learn.g2.com: 14
- bigcommerce.com: 13
- amzprep.com: 12
- elogic.co: 11

### Pages cited

- https://forbes.com/advisor/business/software/best-b2b-ecommerce-platform: 29
- https://shopify.com/enterprise/blog/b2b-ecommerce-platforms: 26
- https://guideflow.com/blog/b2b-ecommerce-platforms: 16
- https://virtocommerce.com/blog/best-b2b-ecommerce-platforms: 16
- https://diztinct.com/blog/top-ecommerce-platforms-for-b2b-in-2024: 14
- https://learn.g2.com/best-ecommerce-platforms: 14
- https://oroinc.com/b2b-ecommerce/blog/best-ecommerce-platforms-for-medium-business: 13
- https://amzprep.com/top-25-ecommerce-platforms-north-america: 12

## 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.