Commerce

What the four AI performance insights metrics actually count, the filters and edge cases that break interpretation, how to submit the six conversational attributes, what changed in the UCP integration hub, and what Korean accounts can use instead. Built from Google's Help documentation.

Naver's Q2 2026 earnings call disclosed three AI Tab milestones: 10 million MAU in 18 days, 40%+ shopping and local CTR, and daily query volume 7x the beta level. This article unpacks those figures and lays out the GEO strategy brands and sellers need for the A2A commerce era.

A side-by-side comparison of the four major AI shopping recommendation platforms: ChatGPT, Perplexity, Gemini, and Google AI Mode, covering data sources, conversion rates, and optimization levers. One page to decide where to put your GEO budget first.

A hands-on guide for sellers who want their products appearing in ChatGPT Shopping results. Covers chatgpt.com/merchants access, required feed fields, common rejection causes, and how to measure AI visibility after approval.

How to build the page structure that gets your products cited when ChatGPT, Perplexity, and Google AI Overview make recommendations: covering Product schema, FAQ-format content, and category curation, step by step.

Fashion and commerce are hard for AI to understand because they are image-led, lightly described, and seasonal. This piece lays out how multimodal text alternatives, Product schema, and entity cleanup lift a fashion brand's AI visibility and commerce GEO.