# Shopify vs Brevo: which do AI models recommend for ecommerce marketing, October 2026

GTM AI Recommendation Index, October 2026 Edition, Ecommerce marketing. Zero of fourteen models named Shopify first on the direct prompt; zero named Brevo. Page: https://gtm-ai-index.com/marketing/ecommerce-marketing/shopify-vs-brevo/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Shopify | 4% | #4 of 13 | 4% | 28 | 12 of 14 |
| Brevo | 4% | #6 of 13 | 0% | 18 | 12 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: OroCommerce, Shopify)
- Gemini 3.5 Flash: neither first, one named (first choices: HubSpot Marketing Hub) (alternatives: ActiveCampaign, BigCommerce B2B Edition, OroCommerce, Shopify)
- DeepSeek V4 Flash: neither first, one named (first choices: BigCommerce) (alternatives: HubSpot Marketing Hub, Klaviyo, Shopify, Shopware)
- Qwen 3.7 Flash: neither first, one named (first choices: HubSpot Marketing Hub) (alternatives: Adobe Marketo Engage, BigCommerce, Salesforce Commerce Cloud, Salesforce Marketing Cloud, Shopify)
- Kimi K2: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: HubSpot Marketing Hub, Shopify)
- MiniMax M2.5: neither first, one named (first choices: BigCommerce B2B Edition) (alternatives: HubSpot Marketing Hub, Shopify)
- Muse Glimmer 30B: neither first, one named (first choices: HubSpot Marketing Hub) (alternatives: BigCommerce, Klaviyo, Omnisend, Shopify)
- GPT-5.4 mini: neither named (first choices: HubSpot Marketing Hub) (alternatives: BigCommerce, Bloomreach, Oracle Eloqua, Salesforce Commerce Cloud)
- Perplexity Sonar: neither named (first choices: BigCommerce B2B Edition, HubSpot Marketing Hub) (alternatives: Salesforce B2B Commerce, Salesforce Commerce Cloud)
- Grok 4.1 Fast: neither named (first choices: HubSpot Marketing Hub) (alternatives: ActiveCampaign)
- Mistral Small: neither named (first choices: BigCommerce B2B Edition) (alternatives: HubSpot Marketing Hub, Klaviyo, Shopware)
- Llama 4 Maverick: neither named (first choices: BigCommerce B2B Edition, Shopware)
- GLM 4.7 FlashX: neither named (first choices: BigCommerce B2B Edition) (alternatives: Adobe Commerce, HubSpot Marketing Hub, Klaviyo, Shopify Plus with B2B Features)
- GPT-6 Luna: neither named (first choices: HubSpot Marketing Hub) (alternatives: Adobe Marketo Engage, Klaviyo)

## What the models said about Shopify

- "Shopify's push toward using its own tools can create friction, and businesses that opt out of Shopify Payments face additional transaction fees." (Claude Haiku 4.5, negative prompt, soft negative)
- "If you want an all-in-one platform: Shopify offers built-in email marketing, discounts, product reviews, and abandoned cart emails at a low starting price ($5/month)." (GLM 4.7 FlashX, budget prompt, first choice)
- "One of the most popular all-in-one platforms... It's best for businesses that want a unified solution for sales, marketing, and operations" (Mistral Small, comparative 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.