# Ecommerce platforms for enterprise buyers: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "ecommerce platform" and as "online store platform", six framings each, to twelve models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/gtm/revops/ecommerce-platforms/2026-09/enterprise

This is the permanent record of the September 2026 Edition, published September 15, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/revops/ecommerce-platforms/enterprise/index.md

**Standing:** Adobe Commerce leads with 34% of first choices; verdict contested. 38 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Adobe Commerce](https://www.gane.ai/index/gtm/vendors/adobe-commerce/index.md) | 34% | 22% | 60 |
| 2 | [Shopify](https://www.gane.ai/index/gtm/vendors/shopify/index.md) | 29% | 20% | 60 |
| 3 | [OroCommerce](https://www.gane.ai/index/gtm/vendors/orocommerce/index.md) | 13% | 0% | 16 |
| 4 | [BigCommerce B2B Edition](https://www.gane.ai/index/gtm/vendors/bigcommerce-b2b-edition/index.md) | 11% | 12% | 59 |
| 5 | [SAP Commerce Cloud](https://www.gane.ai/index/gtm/vendors/sap-commerce-cloud/index.md) | 5% | 21% | 38 |
| 6 | [Salesforce Commerce Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-commerce-cloud/index.md) | 3% | 33% | 46 |
| 9 | [commercetools](https://www.gane.ai/index/gtm/vendors/commercetools/index.md) | 0% | 13% | 38 |
| 10 | [Elastic Path Composable Commerce](https://www.gane.ai/index/gtm/vendors/elastic-path-composable-commerce/index.md) | 0% | 5% | 20 |
| 11 | [Spryker](https://www.gane.ai/index/gtm/vendors/spryker/index.md) | 0% | 0% | 10 |
| 12 | [VTEX](https://www.gane.ai/index/gtm/vendors/vtex/index.md) | 0% | 10% | 10 |
| 17 | [Oracle CX Commerce](https://www.gane.ai/index/gtm/vendors/oracle-cx-commerce/index.md) | 0% | 25% | 12 |

Rank is by share of first choices among all 55 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Adobe Commerce, OroCommerce, SAP Commerce Cloud; alternatives BigCommerce B2B Edition, Shopify
- GPT-5.4 mini: Adobe Commerce, Salesforce B2B Commerce; alternatives BigCommerce B2B Edition, SAP Commerce, commercetools
- Gemini 3.5 Flash: OroCommerce; alternatives Adobe Commerce, BigCommerce B2B Edition, SAP Commerce Cloud, Salesforce B2B Commerce
- Perplexity Sonar: Adobe Commerce; alternatives BigCommerce B2B Edition, Elastic Path Composable Commerce, OroCommerce, SAP Commerce Cloud
- Grok 4.20: no first choice; alternatives Adobe Commerce, BigCommerce B2B Edition, Salesforce Commerce Cloud, Shopify
- Mistral Small: Adobe Commerce; alternatives BigCommerce B2B Edition, Elastic Path Composable Commerce, SAP Commerce Cloud, Salesforce Commerce Cloud
- DeepSeek V4 Flash: OroCommerce; alternatives Adobe Commerce, BigCommerce B2B Edition, SAP Commerce Cloud, Salesforce B2B Commerce
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Adobe Commerce; alternatives BigCommerce B2B Edition, Salesforce Commerce Cloud, Shopify, commercetools
- Kimi K2: Adobe Commerce; alternatives BigCommerce B2B Edition, Salesforce Commerce Cloud, Shopify, commercetools
- GLM 4.7 FlashX: Adobe Commerce; alternatives BigCommerce B2B Edition, Salesforce Commerce Cloud, Shopify, commercetools
- MiniMax M2.5: no first choice; alternatives Adobe Commerce, BigCommerce B2B Edition, Oracle CX Commerce, SAP Commerce Cloud

## Sources the answers cite

23 of 72 answers came back with a source list, from 4 of 12 models. Sites named in the most answers:

- bigcommerce.com: 12 answers, 14 citations
- oroinc.com: 10 answers, 16 citations
- shopify.com: 10 answers, 16 citations
- virtocommerce.com: 10 answers, 10 citations
- sparklayer.io: 9 answers, 9 citations
- clarity-ventures.com: 8 answers, 8 citations
- broadleafcommerce.com: 7 answers, 7 citations
- forbes.com: 7 answers, 7 citations

Pages named in the most answers:

- https://sparklayer.io/best-enterprise-ecommerce-platforms (9 answers)
- https://clarity-ventures.com/ecommerce/enterprise-ecommerce-solutions-guide (8 answers)
- https://virtocommerce.com/blog/enterprise-ecommerce-platforms (7 answers)
- https://broadleafcommerce.com/blog/top-5-enterprise-ecommerce-platforms-for-2026-and-how-to-choose-the-right-one (6 answers)
- https://elasticpath.com/blog/best-enterprise-ecommerce-platforms (6 answers)
- https://ontapgroup.com/blog/enterprise-ecommerce-platforms (6 answers)
- https://forbes.com/advisor/business/software/best-enterprise-ecommerce-platforms (5 answers)
- https://shopify.com/enterprise/blog/b2b-ecommerce-platforms (5 answers)
- https://websolutionsnyc.com/blog/enterprise-ecommerce-platforms (5 answers)
- https://bigcommerce.com/articles/b2b-ecommerce/b2b-ecommerce-platforms (4 answers)

## Warned against

- Adobe Commerce: 13 of 60 labels negative. "## What to Avoid for Predictable Costs ### Adobe Commerce (Magento)" (GLM 4.7 FlashX, budget prompt)
- Salesforce Commerce Cloud: 15 of 46 labels negative. "here are the ecommerce platforms that large enterprises should avoid or approach with extreme caution... 1. Salesforce Commerce Cloud Major Red Flags:" (Mistral Small, negative prompt)
- Shopify: 12 of 60 labels negative. "Platforms to Avoid ... Shopify Plus (for complex enterprise needs) ⚠️ Approach with caution" (GLM 4.7 FlashX, negative prompt)
- WooCommerce: 6 of 6 labels negative. "Better suited to smaller or WordPress-centric setups; can be less appropriate for complex enterprise governance and scale." (Perplexity Sonar, negative prompt)

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, September 2026 Edition, www.gane.ai/index/gtm.