Shopify

How often 10 AI models recommend Shopify, what they say about it, and who they recommend instead, on the 2 buying questions where it came up.

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

Each model's one-line reason for recommending it, from its first answer

Best ecommerce platforms 10

Claude Haiku 5.5Easiest setup, huge app ecosystem, and strong checkout for most online stores.
GPT-6 LunaBest all-around choice: approachable setup, strong commerce features, and a vast app ecosystem.
Gemini 4 ArgonUnmatched ease of use, massive app ecosystem, and seamless scalability for any store size.
Qwen 3.8 FlashDominant all-in-one ecommerce platform; easiest to launch and scale.
DeepSeek V4 ProBest all-in-one hosted solution, massive app ecosystem, easiest to launch and scale.
GLM-5.3Easiest all-around platform with huge app ecosystem and reliable hosting.
Kimi K3Best overall: ease of use, ecosystem, scalability, and checkout conversion.
MiniMax M3Best overall ease-of-use and app ecosystem for most merchants.
Mistral Large 4Fastest setup, massive app ecosystem, ideal for most small-to-mid stores.
Nemotron 3 UltraBest overall balance of features, ease, and app ecosystem.

Best website builders for small businesses 10

Claude Haiku 5.5Best-in-class for small businesses selling products online, with strong sales features.
GPT-6 LunaThe strongest choice when online retail, inventory, and order management are central.
Gemini 4 ArgonThe undisputed leader for product-based small businesses needing scalable, rock-solid e-commerce.
Qwen 3.8 FlashTop choice if selling products is the core business need.
DeepSeek V4 ProThe gold standard for small businesses focused on e-commerce and selling online.
GLM-5.3The top choice if selling products is the core of the business.
Kimi K3Unbeatable if selling products online is the core business need.
MiniMax M3Top choice if selling products online is the primary business need.
Mistral Large 4Best for product-focused businesses needing powerful e-commerce from day one.
Nemotron 3 UltraTop choice for e-commerce-focused small businesses

Each question's products ranked by the share of all answers that named them, Shopify highlighted.

22 products named in 120 answers across 4 wordings

In nearly every answer

Contested

25 products named in 120 answers across 4 wordings

In nearly every answer

Contested

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best ecommerce platforms	100	100	100	100	100	100	100	100	100	100
Best website builders for small businesses	100	100	100	42	100	100	100	100	100	100

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best ecommerce platforms	100	100	100	100
Best website builders for small businesses	93	90	93	100

Against the products named most often on the same questions

Work on Shopify? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.