
ecommerce
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ecommerce
@ecommerce
all things ecommerce and AI ⤵️


💰 Ecommerce AI Search Optimization: What Citation Patterns Across 5 Subverticals Tell Us About Optimizing Beyond PDPs and PLPs 👇 My latest analysis. For this research, I reviewed AI citation-source and cited-page data for 25 leading ecommerce sites across five US subverticals: general marketplaces, beauty and skincare, fashion and apparel, consumer electronics, and sports and outdoors, using @semrush Enterprise AIO data, identifying: Pattern 1: AI ecommerce citations are broader than product and category pages Pattern 2: A shared citation layer appears across ecommerce, but the role of each source changes by vertical Pattern 3: The source mix changes according to the evidence AI systems need Pattern 4: Each subvertical has a different buyer uncertainty pattern Pattern 5: General marketplaces are the only vertical where peers cite each other heavily Pattern 6: Even category-leading retailers hold a minority share of citations about themselves Find out about these, subvertical specific findings and recommendations and what should ecommerce AI search specialists actually do.. including a recommended prompt testing framework by subvertical for a representative prompt library. Read here: aleydasolis.com/en/ai-search/e…



We're continuing to make agentic commerce a reality and removing the gruntwork from shopping. The Universal Commerce Protocol (UCP) is a step forward in this effort. UCP-powered checkout is rolling out now. US shoppers can buy items from @Etsy and @Wayfair, right in AI Mode in Search and the Gemini app. Other foundational partners coming soon. 🛍️





LLMs: Fewer clicks ≠ higher-quality converting traffic A $20bn ecommerce revenue study says otherwise. - 12 months. - 973 websites. - First-party data. - 164 million transactions. > papers.ssrn.com/sol3/papers.cf…





Heads-up: there looks to be a bug with the 'store quality' reporting in GMC Next today that is impacting many accounts. It means that the Top Quality Store badge in search results and on store page URLs have been removed.

