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🇺🇸 United States E-commerce

E-commerce AI Visibility Barometer

Which US e-commerce brands are most recommended by AI engines? This ranking tracks citation positions across 4 AI engines (ChatGPT, Perplexity, Gemini, Claude) for common online shopping queries.

Last updated: April 30, 2026

1

Best online shopping sites in the US?

Meilleurs sites de shopping en ligne aux Etats-Unis ?

Rank Brand ChatGPTPerplexityGeminiClaude Cited by
🥇 1 Amazon #1 #1 #1 #1 4/4
🥈 2 Walmart #2 #2 #2 #2 4/4
🥉 3 Target #3 #3 #3 #3 4/4
4 eBay #4 #4 #4 #5 4/4
5 Etsy #5 #5 #5 #4 4/4
6 Temu #6 #6 #6 — 3/4
2

Where to buy electronics online?

Ou acheter de l'electronique en ligne ?

Rank Brand ChatGPTPerplexityGeminiClaude Cited by
🥇 1 Amazon #1 #1 #1 #1 4/4
🥈 2 Best Buy #2 #2 #2 #2 4/4
🥉 3 Walmart #3 #3 #3 #4 4/4
4 Newegg #4 #4 #4 #3 4/4
5 B&H Photo #5 #5 #5 #5 4/4
3

Best home furniture stores online?

Meilleurs magasins de meubles en ligne ?

Rank Brand ChatGPTPerplexityGeminiClaude Cited by
🥇 1 IKEA #1 #1 #1 #2 4/4
🥈 2 Wayfair #2 #2 #2 #1 4/4
🥉 3 Amazon #3 #3 #3 #3 4/4
4 West Elm #4 #4 #4 #5 4/4
5 Crate & Barrel #5 #5 #5 #4 4/4
4

Top marketplaces for handmade goods?

Meilleures marketplaces pour produits artisanaux ?

Rank Brand ChatGPTPerplexityGeminiClaude Cited by
🥇 1 Etsy #1 #1 #1 #1 4/4
🥈 2 Amazon Handmade #2 #2 #2 #2 4/4
🥉 3 Shopify Stores #3 #3 #3 #3 4/4
4 Faire #4 #4 #4 #4 4/4
5 Zibbet — — — — 0/4
5

Best pet supply stores online?

Meilleurs magasins de fournitures pour animaux en ligne ?

Rank Brand ChatGPTPerplexityGeminiClaude Cited by
🥇 1 Chewy #1 #1 #1 #2 4/4
🥈 2 Amazon #2 #2 #2 #1 4/4
🥉 3 Petco #3 #3 #3 #3 4/4
4 PetSmart #4 #4 #4 #4 4/4
5 BarkBox #5 #5 #5 #5 4/4
How to read: #1 Cited first #2 Cited second #3 Cited third — Not cited

Key Insights

E-commerce in United States

Amazon earns position 1 unanimously across all 4 AI engines on generic shopping queries, but category specialists break through on niche queries: Etsy owns handmade, Chewy leads pet supplies, and IKEA/Wayfair trade the top furniture position depending on the engine. Claude favors Wayfair and Amazon for furniture and pets respectively, diverging from the other three engines. Temu is notably absent from Claude's citations entirely, while Perplexity cites it in last position -- reflecting how newer engines handle controversial or fast-growing brands differently. Zibbet falls below the citation threshold on all 4 engines.

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Frequently asked questions

Can any brand compete with Amazon in AI shopping recommendations?
Not on generic queries -- Amazon holds position 1 across ChatGPT, Perplexity, Gemini, and Claude. But on niche queries like 'best pet supply store' or 'best handmade marketplace,' category leaders like Chewy and Etsy match or beat Amazon. AI engines reward category expertise with higher citation positions.
Why does Temu get cited so differently across engines?
Temu is a recent entrant with massive but controversial press coverage. Perplexity cites it in last position on shopping queries, ChatGPT and Gemini cite it low, and Claude does not cite it at all. This reflects different trust thresholds and training data recency across the 4 AI engines.
How important are product reviews for e-commerce AI citation positions?
Extremely important. AI engines like ChatGPT, Perplexity, Gemini, and Claude synthesize reviews from multiple sources to determine citation order. Brands with strong review profiles on Trustpilot, BBB, and comparison sites consistently earn higher positions.