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AI commerce platform — what we build, what we learn, and what's worth your time.

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Shop your own store the way an AI agent would: a pre-Black-Friday test script
Ask ChatGPT, Claude and Copilot your customers' top questions about your shop, log every wrong or missing answer, and fix the source before Black Friday.
Oct 31, 2026
ai-searchproduct-pagesecommerce
AI assistants cite brand sites 65% of the time and marketplaces 3%: what a small store's product pages need for shopping questions
LLM Pulse counted 391,073 citations in AI answers to shopping questions: brand and independent sites got 64.7%, big retailers and marketplaces 2.9%. What that means for a small shop, and the product-page basics to check this week.
Oct 8, 2026
ai-shoppingproduct-pagesecommerce
Half of US shoppers now use AI to shop, mostly to compare: make your product page answer the comparison question
NIQ’s monthly tracker passed 50%: 51% of US consumers used an AI shopping tool in the past month, mostly to compare options and judge value. A ten-line product-page checklist for small shops, and a 20-minute test you can run with any assistant.
Oct 4, 2026Free quote
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