AI Search & Commerce News
Timely industry and technology developments across ChatGPT, Perplexity, Google AI, Shopify, and cross-border commerce—framed for GEO operators.
87 briefings
Shopping agents now cite return-policy and shipping data in answers
More assistant answers now quote exact return windows and shipping SLAs. The merchants getting named are the ones with return data in markup, not fine print.
Read briefingAI shopping answers start remembering which stores you have bought from — and citing them first
Assistants are beginning to weigh a returning shopper's purchase history when choosing which merchant to cite. Traded loyalty, harder cold starts, and a new premium on consistency.
Read briefingAI assistants start weighing review consistency across platforms before citing an independent store
Beyond on-page schema, AI shopping answers are increasingly checking whether a store's star ratings and review volume look consistent across Google, Shopify reviews, and third-party platforms before deciding to cite it.
Read briefingAI shopping answers are now weighing return policy, shipping speed, and localization into merchant selection
Beyond product schema, assistants are increasingly treating fulfillment policies and honest localization as quality filters when deciding which store to cite in a shopping answer.
Read briefingShopify rolls out AI visibility insights so merchants can see how their catalog appears in AI answers
A new merchant-facing console surfaces how often product pages are referenced across AI shopping answers, nudging sellers to fix the structured-data gaps behind missed citations.
Read briefingPerplexity Shopping nears $2B GMV run rate and opens a free Merchant Program
Agency estimates put annualized GMV flowing through Perplexity's shopping layer near $2 billion, with relevance-ranked product cards and a free Merchant Program pulling independent sellers' product feeds directly into AI answers.
Read briefingClean spec tables now drive AI citations more than review volume, small-store data suggests
Early tracking from independent merchants points to attribute-level structured data outranking raw review counts in shopping-assistant citations, reshaping where optimization effort goes.
Read briefingGoogle AI Overviews lean harder on live product prices ahead of back-to-school
Merchant hubs report AI Overviews surfacing live price and stock comparisons more often, pushing stores to keep structured data synchronized with reality.
Read briefingRetailers begin AI-agent holiday preparation earlier as assistant shopping ramps up
Major cross-border retailers are front-loading structured data work for the 2026 holiday season as assistant-based shopping continues to grow.
Read briefingChatGPT Search expands real-time price comparison to 7 new markets — cross-border merchants gain citation opportunities
OpenAI rolled out structured price comparison overlays in ChatGPT Search across 7 additional country markets, expanding citation-based discovery for international merchants.
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