product-pages
AI commerce platform — what we build, what we learn, and what's worth your time.
Which of your product pages show up in Google's AI answers: reading Search Console's generative AI report for a small shop
Since August 31 every site has a Search Console report of impressions in AI Overviews and AI Mode, by page, country and device. A 15-minute walkthrough for a shop owner: what it shows, what it doesn't, and the one setting to check.
Oct 19, 2026
Is ChatGPT already sending you shoppers? Find AI visits in GA4 and compare them with organic search
AI assistant visits are a small slice of most shops’ traffic and get lost in the GA4 overview. A ten-minute walkthrough: one custom channel for ChatGPT, Perplexity, Gemini, Copilot and Claude, a side-by-side with organic search, and how to pick the product pages to improve.
Oct 17, 2026
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 visits flat, AI orders up 2.7x: tracking ChatGPT and Perplexity shoppers in GA4 for a small store
A study of 73 online stores found visits from AI assistants barely moved in a year while orders from them nearly tripled. How to set up an AI channel in GA4, count orders instead of visits, and see which product pages the assistants send people to.
Oct 4, 2026
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.
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