# BigCommerce vs OroCommerce: which do AI models recommend for ecommerce, September 2026

GTM AI Recommendation Index, September 2026 Edition, Ecommerce platforms. Three of twelve models named BigCommerce first on the direct prompt; one named OroCommerce. Page: https://gtm-ai-index.com/revops/ecommerce-platforms/bigcommerce-vs-orocommerce/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| BigCommerce | 18% | #2 of 11 | 3% | 38 | 12 of 12 |
| OroCommerce | 2% | #6 of 11 | 9% | 11 | 8 of 12 |

## The direct prompt, model by model

- GPT-5.4 mini: bigcommerce first (first choices: BigCommerce) (alternatives: Adobe Commerce, SAP Commerce Cloud, Salesforce B2B Commerce)
- GLM 4.7 FlashX: bigcommerce first (first choices: BigCommerce) (alternatives: Elastic Path, Shopify, VTEX)
- MiniMax M2.5: bigcommerce first (first choices: BigCommerce, Shopify) (alternatives: Adobe Commerce)
- Qwen 3.7 Flash: orocommerce first (first choices: OroCommerce) (alternatives: BigCommerce, Oracle NetSuite Commerce, SAP Commerce Cloud, Salesforce B2B Commerce Cloud, Shopify)
- Gemini 3.5 Flash: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: OroCommerce, Sana Commerce, Shopify)
- Perplexity Sonar: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: Adobe Commerce, OroCommerce, SAP Commerce Cloud, Shopify)
- Kimi K2: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: Adobe Commerce, OroCommerce, Shopify)
- Claude Haiku 4.5: neither named
- Grok 4.1 Fast: neither named (first choices: BigCommerce B2B Edition) (alternatives: Shopify)
- Mistral Small: neither named (first choices: Shopify Plus B2B) (alternatives: BigCommerce B2B Edition)
- DeepSeek V4 Flash: neither named (first choices: BigCommerce B2B Edition) (alternatives: Adobe Commerce, Shopify)
- Llama 4 Maverick: neither named (first choices: BigCommerce B2B Edition)

## What the models said about BigCommerce

- "Trustpilot rating of only 1.4/5 ("Bad")" (DeepSeek V4 Flash, negative prompt, soft negative)
- "Best overall budget pick for a full store: BigCommerce Standard at $29/month is a strong low-cost option" (Perplexity Sonar, budget prompt, first choice)
- "If you can stretch to ~$29/month, BigCommerce offers the best long-term value with zero transaction fees." (DeepSeek V4 Flash, budget prompt, first choice)
- "Start with Shopify Plus or BigCommerce Enterprise unless you have specific complexity" (Kimi K2, scale prompt, first choice)

## What the models said about OroCommerce

- "High setup complexity/cost ($10K–$50K impl.); developer-heavy" (Grok 4.1 Fast, direct prompt, soft negative)
- "OroCommerce | You need deep B2B-native features from day one" (Qwen 3.7 Flash, direct prompt, first choice)
- "The only platform where eCommerce, AI, CRM, CPQ, and pre-built ERP connectors ship as one unified product under a single license" (Claude Haiku 4.5, paraphrase prompt, alternative)
- "If you have in-house developers and need to build highly specific, deeply custom B2B buying logic, go with OroCommerce." (Gemini 3.5 Flash, paraphrase prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.