Retail
How retailers take catalog, order and supplier work off their teams with custom AI agents, and what that is worth.
AI Search ·
61 Statistics on What AI Answers Cite for Product Questions
61 statistics on what ChatGPT and Google AI Mode cite for product questions: stores and best-of lists to buy, makers' guides to explain.
AI Search ·
Do Ecommerce Best-Of Pages Get Cited in AI Shopping Answers?
A seller's own best-of page sits under about one ChatGPT shopping answer in ten. Who gets cited instead, and when the page is worth writing.
AI Search ·
How Your Google Shopping Feed Affects AI Mode Visibility
Your feed fills the product card in Google AI Mode answers. What filling the missing product facts costs, and how agents take it on.
AI Search ·
How to Measure Ecommerce AI Share of Voice
One forwarded ChatGPT answer is a poor read of where your brand stands. This walks you through measuring share of voice across repeated shopping questions.
AI Search ·
How to Get Your Products Into ChatGPT Shopping
ChatGPT reads copies of your product records you keep elsewhere. Who owns them, and how agents check the answers against your records each week.
AI Transformation ·
67 Agentic Web Statistics for 2026
67 agentic web statistics for 2026: AI agents mostly read, business buyers check assistants with a person, and few shoppers let AI decide.
AI Search ·
8 Best AI Visibility Tools for Ecommerce Brands (2026)
Eight AI visibility tools for ecommerce brands, ranked on whether they show which of your products AI answers recommend and which store sits beside them.
AI Search ·
Reddit Marketing for Ecommerce Brands
Ask Google whether your brand is worth it and Reddit writes the cons. How to route each drawback to the person whose records can fix it.