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Research · April 16, 2024

Stanford AI Index: 67% of US shoppers have used an AI assistant to research a purchase

The Stanford HAI AI Index 2024 reports rapid consumer adoption of assistant-mediated shopping research across the US, EU, and India. Apparel, electronics, and home categories lead the shift.

Reported byStanford HAI

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What happened

Stanford's Human-centered AI Institute published its annual AI Index. The shopping-behaviour chapter reports that 67% of US online shoppers have used an AI assistant — ChatGPT, Perplexity, Claude, or Gemini — at least once to research a purchase in the last 12 months. The number is 54% in the EU, 71% in India, and rising in every market surveyed.

Apparel, consumer electronics, and home goods categories show the fastest growth in assistant-mediated research. Consumers report that the assistant's synthesised answer is often the final source of truth, even when they click through to a merchant site to complete the purchase.

Why it matters to Shopify merchants

When two-thirds of US shoppers research via an AI assistant, the citation set of those assistants becomes the shelf. If your Shopify store isn't in the citation set for the 'best X for Y' prompts your buyers type, you're not on the shelf — even if your SEO rankings are great.

The research also confirms the asymmetry the Surfient thesis has assumed: the assistant sends pre-qualified, high-intent traffic to merchants it cites. A shopper who arrives via a Perplexity or ChatGPT answer has already read the synthesised recommendation. Their click is downstream of a decision, not the start of comparison.

The practical takeaway is to audit which prompts your buyers ask (Surfient's Prompt Intelligence module does this), and confirm your store is in the citation set for the top 10 to 20 of them. Where it isn't, fix the specific retrieval gaps — missing schema, missing answer blocks, missing llms.txt entries.

By the numbers
67%
Share of US online shoppers who have used an AI assistant to research a purchase in the last 12 months.

Stanford HAI AI Index 2024 — up from 34% in the same survey a year earlier.

Three questions, answered

Which product categories are most affected by assistant-mediated shopping?
Apparel, consumer electronics, and home goods are moving fastest per the Stanford data. But every commerce category over a 12-month window shows a rising share of assistant-mediated research, so 'don't optimise yet' is no longer a defensible position.
Is this about ChatGPT specifically or all AI assistants?
All of them. Stanford asked about ChatGPT, Perplexity, Claude, and Gemini separately; each has measurable shopping-research share. Optimising for any one of them optimises for the same retrieval-signal patterns across all four.
How do I measure whether my store is in the citation set?
Surfient's AI Visibility Monitor tracks this directly — it runs your custom prompts across every assistant and records whether your store gets cited, mentioned, or recommended. The free GEO Score at /geo-score is a lighter-weight first look.