Shopify #1 in Ecommerce Platforms
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Score over time
Shaded band = 95% bootstrap confidence interval. Orange markers = methodology events (model releases, panel versions). How this works
By model
Perplexity
ChatGPT (OpenAI)
Claude (Anthropic)
Gemini (Google)
By question type
Where Shopify shows up, by the intent behind the question. Every ecommerce platforms panel asks the same balanced mix — 10 prompts per type — so these rates are directly comparable. A gap here (strong on recommendations, invisible on comparisons) is where AI visibility is being won or lost.
| Question type | Mentioned | Recommended |
|---|---|---|
| Recommendations “What's the best option for me?” | 71% | |
| Comparisons “How do the top options stack up?” | 24% | |
| Ready to buy “Which one should I actually get?” | 75% | |
| Problem-solving “I have this problem — what fixes it?” | 20% | |
| Informational “How does this kind of product work?” | 23% |
What the AIs say
Real answers from the latest measurement in which Shopify appeared — the receipts behind the score.
Claude (Anthropic) · listed #1
"Is it worth paying for a premium ecommerce plan, or should I start with a free option first?"
…sitors/month - **You need to conserve cash** — every dollar matters in the early stage - **You're testing the platform itself** — comparing Shopify vs. Squarespace vs. WooCommerce, etc. Free/cheap plans let you get a real store live fast without much risk. ## Upgrade to Premium When: - **You're hitting feature limits** — a…
Gemini (Google) · recommended · listed #1
"What are the best apps or tools for running a dropshipping business?"
…tion. --- ### 1. E-Commerce Platforms (The Foundation) You need a platform to host your store, list products, and process payments. * **Shopify:** The industry standard for dropshipping. It has the largest app ecosystem, integrates seamlessly with almost all dropshipping suppliers, and is highly user-friendly. * **WooCo…
ChatGPT (OpenAI) · listed #1
"Can you explain how Shopify differs from WooCommerce in terms of setup and hosting?"
Short answer - Shopify is a hosted, all-in-one SaaS e‑commerce platform: Shopify runs and maintains the servers, CDN, SSL, security and core software. You sign up, pick a plan, and build your store. - W…
Perplexity · recommended · listed #1
"Should I use Squarespace Commerce or Shopify to sell products online?"
If your main goal is to **sell products online at scale**, **Shopify** is usually the better choice because it is the more mature ecommerce platform with stronger integrations, a larger app ecosystem, and more advanced selling features.[1][13][17][…
Where the AIs get it from
Domains cited by search-backed answers that mentioned Shopify (197 answers, 2026-08-01). Your own domain is highlighted — presence in the others is the GEO opportunity.
| Cited domain | Answers citing it |
|---|---|
| youtube.com | 179 |
| reddit.com | 172 |
| shopify.com own domain | 137 |
| forbes.com | 85 |
| ecomm.design | 63 |
| bigcommerce.com | 54 |
| printful.com | 46 |
| zapier.com | 45 |
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Head-to-head: Shopify vs WooCommerce · Shopify vs Etsy · Shopify vs BigCommerce — or the full Ecommerce Platforms leaderboard.
Data from run #83. Methodology