# Adobe Commerce: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 75 judge labels across 6 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/adobe-commerce

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce platforms](https://www.gane.ai/index/gtm/revops/ecommerce-platforms/index.md) | 2% | 6 | 36% | 56 |
| [Ecommerce marketing](https://www.gane.ai/index/gtm/marketing/ecommerce-marketing/index.md) | 0% | 103 | 56% | 9 |
| [Ecommerce search and merchandising](https://www.gane.ai/index/gtm/marketing/ecommerce-search-and-merchandising/index.md) | 0% | 63 | 60% | 5 |
| [Content management systems for marketing sites](https://www.gane.ai/index/gtm/marketing/marketing-cms/index.md) | 0% | 59 | 100% | 3 |
| [Order management systems](https://www.gane.ai/index/gtm/revops/order-management-systems/index.md) | 0% | 86 | 0% | 1 |
| [Pricing optimization](https://www.gane.ai/index/gtm/revops/pricing-optimization/index.md) | 0% | 37 | 0% | 1 |

## What the models said for it

- "the industry consensus for the top three contenders in this specific bracket is Adobe Commerce (Magento), Shopify Plus, and BigCommerce" (Qwen 3.7 Flash, Ecommerce)
- "If you need deep customisation and already have a dev team: *Adobe Commerce (Magento 2)* or *Salesforce Commerce Cloud* give you the most flexibility." (MiniMax M2.5, Ecommerce)
- "Adobe Commerce is better suited to B2B-heavy operations that justify substantial implementation and maintenance effort" (Perplexity Sonar, Ecommerce)
- "For highly complex B2B requirements with ample technical resources, Adobe Commerce provides the most flexibility." (Kimi K2, Ecommerce)

## And against it

- "Any built-in search from a legacy commerce suite (Salesforce B2C, SAP, Magento) — these are almost always outdated and will lock you in." (DeepSeek V4 Flash, Ecommerce search)
- "Official support ended in June 2020. Running a Magento 1 store today exposes you to massive security risks" (Gemini 3.5 Flash, Ecommerce)
- "Avoid: Enterprise options like Adobe Commerce or Magento (too complex/expensive for limited budgets)." (Grok 4.20, Ecommerce)
- "Avoid or be cautious with Adobe Commerce (Magento)... making it a poor choice for small businesses" (Mistral Small, Ecommerce)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 3 | 4 |
| GPT-5.4 mini | 0 | 4 | 1 | 1 | 6 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 3 | 6 |
| Perplexity Sonar | 0 | 2 | 0 | 3 | 5 |
| Grok 4.20 | 0 | 3 | 1 | 6 | 10 |
| Mistral Small | 0 | 2 | 1 | 2 | 5 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 3 | 7 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 1 | 1 | 3 | 6 |
| Kimi K2 | 0 | 7 | 0 | 1 | 8 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 3 | 4 |
| MiniMax M2.5 | 0 | 4 | 1 | 1 | 6 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 0 | 1 | 0 | 2 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Adobe Commerce, from 192 of the 228 answers that named it (only the models that return a source list).

### Domains cited

- shopify.com: 108
- forbes.com: 73
- bigcommerce.com: 55
- netsolutions.com: 39
- learn.g2.com: 38
- g2.com: 36
- virtocommerce.com: 35
- oroinc.com: 34
- elogic.co: 33
- capterra.com: 27

### Pages cited

- https://shopify.com/enterprise/blog/b2b-ecommerce-platforms: 52
- https://forbes.com/advisor/business/software/best-b2b-ecommerce-platform: 39
- https://learn.g2.com/best-ecommerce-platforms: 36
- https://shopify.com/enterprise/blog/ecommerce-platform-comparison: 27
- https://elasticpath.com/blog/best-enterprise-ecommerce-platforms: 20
- https://elogic.co/blog/enterprise-ecommerce-platform-comparison: 20
- https://forbes.com/advisor/business/software/best-enterprise-ecommerce-platforms: 20
- https://virtocommerce.com/blog/best-b2b-ecommerce-platforms: 20

## The company

Adobe; https://www.adobe.com/; San Jose, United States; founded 1982; about 25,988 employees (2021); public, ABS on London Stock Exchange. From Wikidata, fetched 2026-09-14.

## In its own words

What Adobe Commerce's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Adobe provides developers with software, tools, and services to customize and extend Adobe Commerce to support multichannel, global commerce for B2B and B2C, and integrate with backend systems. (https://developer.adobe.com/commerce)
- For: developers (https://developer.adobe.com/commerce)
- Price stated: SaaS only (https://developer.adobe.com/commerce/services)

## 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.