# Shopify vs Big Cartel: which do AI models recommend for ecommerce, October 2026

GTM AI Recommendation Index, October 2026 Edition, Ecommerce platforms. Three of fourteen models named Shopify first on the direct prompt; zero named Big Cartel. Page: https://gtm-ai-index.com/revops/ecommerce-platforms/shopify-vs-big-cartel/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Shopify | 22% | #2 of 10 | 9% | 75 | 14 of 14 |
| Big Cartel | 4% | #5 of 10 | 18% | 11 | 9 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: shopify first (first choices: BigCommerce B2B Edition, Shopify) (alternatives: OroCommerce, Sana Commerce)
- Mistral Small: shopify first (first choices: BigCommerce B2B Edition, Shopify) (alternatives: Shopware)
- MiniMax M2.5: shopify first (first choices: BigCommerce B2B Edition, Shopify) (alternatives: OroCommerce)
- Claude Haiku 4.5: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: OroCommerce, Shopify)
- GPT-5.4 mini: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: Adobe Commerce, Salesforce Commerce Cloud, Shopify, Spryker, commercetools)
- Perplexity Sonar: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: Adobe Commerce, Shopify, Shopware)
- Grok 4.1 Fast: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: OroCommerce, Sana Commerce, Shopify, Shopware)
- DeepSeek V4 Flash: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: OroCommerce, Shopify)
- Qwen 3.7 Flash: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: Adobe Commerce, Shopify, SuiteCommerce)
- Kimi K2: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: Adobe Commerce, OroCommerce, Shopify)
- GLM 4.7 FlashX: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: OroCommerce, Shopify)
- GPT-6 Luna: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: Adobe Commerce, OroCommerce, Shopify)
- Muse Glimmer 30B: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: Adobe Commerce, formerly Magento, Shopify)
- Llama 4 Maverick: neither named

## What the models said about Shopify

- "Shopify ranks highest overall for most small and mid-sized ecommerce businesses due to speed, ecosystem strength, and marketing capabilities." (Claude Haiku 4.5, comparative prompt, first choice)
- "The market leader for small to medium-sized businesses. It is an "all-in-one" solution known for being easy to use, reliable" (Qwen 3.7 Flash, comparative prompt, first choice)

## What the models said about Big Cartel

- "Avoid if You Plan to Scale... strictly capped at a maximum of 500 products" (Gemini 3.5 Flash, negative prompt, hard negative)
- "user feedback flags feature limitations and buggy apps" (Perplexity Sonar, negative prompt, soft negative)
- "If you want the absolute cheapest start, go with Big Cartel (free for 5 products) or Ecwid." (Kimi K2, budget prompt, first choice)
- "such as WooCommerce, Big Cartel, or Hostinger. These platforms offer affordable pricing options" (Llama 4 Maverick, budget prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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.