# Shopify: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 116 judge labels across 7 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/shopify

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce platforms](https://www.gane.ai/index/gtm/revops/ecommerce-platforms/index.md) | 19% | 2 | 14% | 73 |
| [Ecommerce marketing](https://www.gane.ai/index/gtm/marketing/ecommerce-marketing/index.md) | 2% | 9 | 7% | 27 |
| [Content management systems for marketing sites](https://www.gane.ai/index/gtm/marketing/marketing-cms/index.md) | 0% | 12 | 30% | 10 |
| [Ecommerce search and merchandising](https://www.gane.ai/index/gtm/marketing/ecommerce-search-and-merchandising/index.md) | 0% | 44 | 50% | 2 |
| [Retail, proximity and IoT marketing](https://www.gane.ai/index/gtm/marketing/retail-proximity-and-iot-marketing/index.md) | 0% | 60 | 0% | 2 |
| [Product information management](https://www.gane.ai/index/gtm/revops/product-information-management/index.md) | 0% | 90 | 100% | 1 |
| [Video marketing and hosting](https://www.gane.ai/index/gtm/marketing/video-marketing-and-hosting/index.md) | 0% | 47 | 100% | 1 |

## What the models said for it

- "If you want the easiest onboarding and don't need heavy customisation: *Shopify Plus* or *BigCommerce B2B Edition* are solid starting points." (MiniMax M2.5, Ecommerce)
- "Shopify ranks highest overall for most small and mid-sized ecommerce businesses due to speed, ecosystem strength, and marketing capabilities" (Claude Haiku 4.5, Ecommerce)
- "otherwise Shopify Starter at $5/mo is the cheapest fully-hosted, reliable option to start selling without added transaction fees" (Muse Glimmer 30B, Ecommerce)
- "a reputable hosted platform such as Shopify, BigCommerce, Wix, or WooCommerce with competent managed hosting is generally safer" (Perplexity Sonar, Ecommerce)

## And against it

- "Uploading raw MP4 files directly to WordPress, Shopify, or your web host without a CDN." (Gemini 3.5 Flash, Video hosting)
- "it has some limitations, such as higher long-term costs and limited deep customization... if you sell regulated products, Shopify may not be the best choice" (Llama 4 Maverick, Ecommerce)
- "Some ecommerce marketing platforms to be cautious about include Klaviyo and Shopify, as they have been criticized for their limitations and high costs." (Llama 4 Maverick, Ecommerce marketing)
- "Additional costs, high plan fees and customization difficulties that require hiring professional help are all fairly common complaints." (Muse Glimmer 30B, Ecommerce)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 3 | 1 | 7 | 0 | 11 |
| GPT-5.4 mini | 1 | 2 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 1 | 4 | 1 | 3 | 9 |
| Perplexity Sonar | 3 | 3 | 0 | 1 | 7 |
| Grok 4.20 | 2 | 3 | 1 | 2 | 8 |
| Mistral Small | 1 | 4 | 1 | 2 | 8 |
| DeepSeek V4 Flash | 2 | 5 | 2 | 1 | 10 |
| Llama 4 Maverick | 1 | 1 | 3 | 2 | 7 |
| Qwen 3.7 Flash | 3 | 6 | 3 | 1 | 13 |
| Kimi K2 | 1 | 7 | 0 | 2 | 10 |
| GLM 4.7 FlashX | 2 | 5 | 1 | 0 | 8 |
| MiniMax M2.5 | 4 | 3 | 2 | 2 | 11 |
| GPT-6 Luna | 2 | 2 | 0 | 1 | 5 |
| Muse Glimmer 30B | 2 | 3 | 0 | 1 | 6 |

## Sources returned with these answers

The sites and pages cited by the answers that named Shopify, from 299 of the 356 answers that named it (only the models that return a source list).

### Domains cited

- shopify.com: 171 (its own site)
- forbes.com: 121
- bigcommerce.com: 69
- learn.g2.com: 56
- g2.com: 45
- netsolutions.com: 41
- capterra.com: 39
- guideflow.com: 37
- oroinc.com: 37
- virtocommerce.com: 36

### Pages cited

- https://forbes.com/advisor/business/software/best-b2b-ecommerce-platform: 56
- https://shopify.com/enterprise/blog/b2b-ecommerce-platforms: 56
- https://learn.g2.com/best-ecommerce-platforms: 50
- https://forbes.com/advisor/business/software/best-ecommerce-platform: 40
- https://shopify.com/enterprise/blog/ecommerce-platform-comparison: 34
- https://amzprep.com/top-25-ecommerce-platforms-north-america: 27
- https://technologyadvice.com/blog/sales/best-ecommerce-platforms: 25
- https://diztinct.com/blog/top-ecommerce-platforms-for-b2b-in-2024: 24

## The company

Shopify; https://www.shopify.com; Ottawa, Canada; founded 2006; about 8,300 employees (2023); public, SHOP on Toronto Stock Exchange. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Positioning: The All-in-One Commerce Platform for Businesses (https://shopify.com/)
- For: Businesses; from entrepreneurs to enterprise (https://shopify.com/)
- Price stated: Start for free (https://shopify.com/)
- Starting price: 3 days free, then $1/month for 3 months (https://www.shopify.com/pricing)
- Free plan or trial: Try Shopify free (https://shopify.com/)
- Integrations claimed: 21000 (https://shopify.com/); 1000 (https://www.shopify.com/pricing) (pages disagree)
- Certifications: PCI DSS, SOC 2 Type II, SOC 3
- Hosting: nearly every country in the world
- Customers named: Steve Madden, Ornot Bike, Glossier, Houseplant, KOTN, Eastfork, Monos, Stanley 1913

## What it publishes

Every page shopify.com exposes, read 2026-09-29: 33431 addresses. By kind, pages and the last 90 days:

- blog: 16595 pages, 4 in the last 90 days, latest 2026-09-28
- case study: 212 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 165 pages, 0 in the last 90 days, latest undated
- conference or event: 1020 pages, 2 in the last 90 days, latest 2026-07-02
- report or ebook: 226 pages, 12 in the last 90 days, latest 2026-09-15
- comparison: 467 pages, 0 in the last 90 days, latest undated
- template or tool: 106 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 698 pages, 27 in the last 90 days, latest 2026-09-22
- podcast or video: 94 pages, 15 in the last 90 days, latest 2026-08-26
- news or press: 17 pages, 0 in the last 90 days, latest 2026-04-29
- Recent: 2026-09-28 blog: Organic growth meaning https://www.shopify.com/blog/organic-growth-meaning
- Recent: 2026-09-24 blog: Admin new look https://www.shopify.com/blog/admin-new-look
- Recent: 2026-09-22 glossary or explainer: What is link payment https://www.shopify.com/au/blog/what-is-link-payment
- Recent: 2026-09-22 glossary or explainer: What is quickbooks https://www.shopify.com/bg/blog/what-is-quickbooks
- Recent: 2026-09-22 glossary or explainer: 101 ecommerce basics https://www.shopify.com/bg/blog/101-ecommerce-basics
- Recent: 2026-09-22 glossary or explainer: What is link payment https://www.shopify.com/ca/blog/what-is-link-payment

## 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.