Amazon appears in 67% of AI shopping answers. Shopify stores appear in 3.8%.
We analyzed 150 AI-generated answers across 50 ecommerce prompts to measure brand visibility in AI shopping recommendations. The data reveals a market where one platform dominates, independent stores are nearly invisible, and multi-brand retailers win over direct-to-consumer brands.
Key Findings
Amazon appears in 67% of AI shopping answers
2 out of every 3 AI shopping responses mention Amazon — 2.8x more than the runner-up
Shopify stores get just 3.8% of mentions
Only 4 Shopify-native brands appear in AI answers. Fashion Nova: zero mentions out of 150 responses.
Marketplaces capture 40% of all brand mentions
Amazon, Walmart, Target, eBay, and Etsy dominate. Independent DTC brands are nearly invisible.
Best Buy outranks Apple Store 9:1 for electronics
AI recommends retailers over brand stores even for branded products like iPhones and MacBooks
Top 10 Most-Mentioned Brands in AI Shopping Answers
Percentage of 150 AI responses where each brand was mentioned
Shopify Store Visibility: The 3.8% Problem
Shopify powers 4M+ stores. Only 4 appear in AI shopping answers.
| Brand | Mention Rate | Mentions (out of 150) |
|---|---|---|
| Allbirds | 6.0% | 9 |
| Gymshark | 4.0% | 6 |
| Kylie Cosmetics | 3.3% | 5 |
| Bombas | 0.7% | 1 |
| Fashion Nova | 0.0% | 0 |
| Taylor Stitch | 0.0% | 0 |
Where AI Mentions Go by Category
Distribution of 547 total brand mentions
If you're not on Amazon, you're invisible to AI
Two-thirds of AI shopping answers mention Amazon. Brands selling only DTC through Shopify are missing the primary AI discovery channel.
Product schema is the #1 visibility lever
Brands with structured product data (JSON-LD, detailed feeds) appear more frequently because AI can parse their catalog.
Multi-brand retailers beat brand stores
Nordstrom, Zappos, and Best Buy outrank Nike, Apple, and Samsung because AI values breadth of selection over brand loyalty.
WooCommerce and BigCommerce: zero mentions
When consumers ask about ecommerce platforms, only Shopify (6%) registers. The rest of the platform ecosystem is invisible to AI.
Methodology
- 150 AI-generated answers across 50 unique ecommerce prompts, with 3 repetitions per prompt
- Prompt types: Product recommendations, store comparisons, platform evaluations, category-specific shopping queries
- Brand tracking: 9 marketplaces, 8 Shopify stores, 14 fashion brands, 7 electronics retailers, 7 beauty brands, 7 home/furniture stores, 7 food/grocery platforms, 7 ecommerce platforms
- Analysis: Brand mention frequency, category distribution, platform visibility
- Date: April 2026
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