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Musinsa launched a dedicated ChatGPT app in June 2026, and fashion brand visibility split into three routes: the platform app, a merchant product feed, and citations inside general answers. Here is who controls each route, what data a brand has to supply, and how to measure results, based on public sources.

How Korea's three largest e-commerce platforms diverge on AI search strategy: and what the conversion data shows. 11Street's July 2026 pilot logged more than twice the item conversion rate of conventional integrated search; Coupang automates spec comparison via AI infographics; Gmarket is preparing a hyper-personalized shopping agent.

Global consumers' use of AI at the first step of the shopping journey grew 200% year-over-year, while domestic D2C stores on Cafe24 saw AI-driven visits jump 72% and orders surge 195% (Cafe24 via ZDNet Korea; i-boss, NewDaily, 2026). Here is a concrete playbook for commerce brands navigating the shift from portal search to AI discovery.

Generative AI referral traffic is establishing itself as a measurable conversion channel in Korea's D2C ecommerce market. AI-referred visitors convert 31% higher than general traffic (Adobe Analytics, 2026), and AI shopping referrals surged +752% YoY during the holiday season. Verified data and an execution roadmap, in one place.

Naver Plus Store's Shopping AI Agent (beta launched February 2026) and Agent N are pushing Korean e-commerce into agentic commerce, where an AI decides what gets bought. This guide maps the shift and the AEO steps brands need to stay in the game.

Cafe24 released referrer data from its D2C store platform for Q2 2026. Generative AI traffic rose 72% YoY to roughly 850, 000 sessions; AI-driven purchase conversion hit 0.85% and AI-sourced orders jumped 195%. Covers platform-by-platform conversion rates, visitor entry patterns, and D2C execution priorities.

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.

AI shopping agents now browse, compare, and complete purchases without explicit user commands. Getting into their consideration set requires structured product data and protocol connectivity. This guide covers ACP, UCP, and MCP protocols, Naver's AI shopping agent, and the GEO execution steps brands should act on now.