What The AI Says · Retail and online shops
When a shopper asks AI what to buy, is your shop in the answer?
Shoppers ask assistants what to buy and where to buy it, arrive with the research already done, and convert at rates search traffic never matched. The engines decide which shops meet that customer.
Transcript · what a customer sees
Best place to buy a quality espresso machine in town?
Three shops come up consistently: Whisk & Winnow, Northside Home & Kitchen and The Bean Counter. Whisk & Winnow is often mentioned for hands-on demos and honest advice on entry-level machines...
Names invented for the example. The pattern is real: fit the question, miss the answer, and the customer never knew you existed.
Measured, not predicted
The numbers for retail and online shops
better conversion from AI-referred traffic than non-AI traffic, reversing a 38% deficit a year earlier.
growth in AI-referred orders across Shopify merchants in five quarters, with 14% higher order values than organic search. US retail figures.
Where the answers come from
What the engines read before they name anyone
When an engine answers a what-should-I-buy question, it reads the independent review ecosystem, not your storefront. A July 2026 analysis of 3,312 shopping prompts found:
- YouTube and Reddit each carry 19% of shopping citations, the two most cited sources.
- Expert review sites follow: engines lean on independent testing and comparison coverage.
- Shop and brand websites are conspicuously absent from the top of the citation list. You rarely earn the recommendation from your own pages.
- Market size does not decide it either: Amazon holds roughly 40% of US e-commerce yet appears in only about 4% of AI recommendations.
Our scan shows which sources the engines cite for your products and your area, and the monthly work builds your presence in exactly those places.
Asked and answered
Common questions
- Do shoppers really ask AI what to buy?
- 47% of online shoppers used AI during their most recent purchase, and ChatGPT alone went from 2% to 30% as a research tool in two years. The traffic it sends browses more pages, stays longer, and spends more.
- We are a small shop. Will AI not just recommend Amazon?
- The measured answer is no: Amazon holds roughly 40% of US e-commerce but shows up in only about 4% of AI shopping recommendations. Engines cite independent reviews, community threads and expert coverage, not market share. A small shop that is present in those sources can be named ahead of giants.
- What does the work look like for a retailer?
- Readable product pages with proper structure and labels, presence in the review ecosystems the engines actually cite for your products, answer pages for the questions shoppers ask, and for physical shops a complete Google Business Profile and local community presence. We do the work and report it monthly in plain words.
- Can you guarantee the AI recommends our shop?
- No. AI answers change and nobody controls them. We sell verifiable work and honest measurement: what the engines say about your shop today, what we changed, and what they say next month.
Sixty seconds to see where you stand
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