{"@context":"https://neupai.io/schema/v0.2","@type":"StructuredNewsArticle","identity":{"article_id":"tech42_20260326_ai-commerce-marketing-recommendation","canonical_url":"https://www.tech42.co.kr/%ed%81%b4%eb%a6%ad%eb%8f%84-%ed%95%98%ea%b8%b0-%ec%a0%84%ec%97%90-%ec%a7%80%ea%b0%91%ec%9d%b4-%ec%97%b4%eb%a6%b0%eb%8b%a4-%ec%bb%a4%eb%a8%b8%ec%8a%a4-%eb%a7%88%ec%bc%80%ed%8c%85/","ai_url":null,"publisher":{"name":"테크42","domain":"www.tech42.co.kr","type":"online"},"author":"김광우 기자","published_at":"2026-03-26T01:18:09.000Z","updated_at":null,"language":"en","article_type":"analysis","originality":"self_produced"},"content":{"headline":"\"Wallets open before you even click\"… In commerce marketing, AI now sells first","summary":"Based on 2025 statistics on Korea's advertising market and online shopping transaction volume, this article analyzes how the adoption of AI recommendation and shopping assistants by Naver, Musinsa, Ably, Hyundai Department Store, and others is leading to actual sales growth.","topics":["ai marketing","commerce","online shopping","advertising market","recommendation algorithm"],"geography":["KR"],"entities":[{"name":"Naver","canonical_id":"corp:kr:naver","type":"company","role_in_article":"primary_subject","metadata":{"ticker":null,"parent":null}},{"name":"Musinsa","canonical_id":"corp:kr:musinsa","type":"company","role_in_article":"primary_subject","metadata":{"ticker":null,"parent":null}},{"name":"Ably","canonical_id":"corp:kr:ably","type":"company","role_in_article":"primary_subject","metadata":{"ticker":null,"parent":null}},{"name":"4910","canonical_id":"product:kr:4910","type":"product","role_in_article":"mentioned","metadata":{"ticker":null,"parent":null}},{"name":"Hyundai Department 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total","as_of":"2025","as_of_explicit":true,"as_of_raw":"2025","source_type":"industry_estimate","comparison":null,"type":"fact","figures":null,"expiry_hint":null,"insight":null},{"id":"c7","statement":"The generative AI utilization rate among domestic content companies was recorded at 20.0% in the first half of 2025","as_of":"2025-H1","as_of_explicit":true,"as_of_raw":"first half of 2025","source_type":"industry_estimate","comparison":null,"type":"fact","figures":null,"expiry_hint":null,"insight":null},{"id":"c8","statement":"Intent to use generative AI in the future within the advertising industry stood at 51.8%","as_of":"2025-H1","as_of_explicit":false,"as_of_raw":"first half of 2025","source_type":"industry_estimate","comparison":null,"type":"estimate","figures":null,"expiry_hint":null,"insight":null},{"id":"c9","statement":"Naver posted commerce revenue of ₩3.6884 trillion in 2025, up 26.2% year-on-year","as_of":"2025","as_of_explicit":true,"as_of_raw":"2025","source_type":"company_disclosure","comparison":"previous_year_same_period","type":"fact","figures":null,"expiry_hint":null,"insight":null},{"id":"c10","statement":"Naver's Smart Store transaction volume also grew 10%","as_of":"2025","as_of_explicit":true,"as_of_raw":"2025","source_type":"company_disclosure","comparison":"previous_year_same_period","type":"fact","figures":null,"expiry_hint":null,"insight":null},{"id":"c11","statement":"Transaction volume in the AI recommendation section of Naver Plus Store increased 54.6% quarter-on-quarter in Q4 2025","as_of":"2025-Q4","as_of_explicit":true,"as_of_raw":"Q4 2025","source_type":"company_disclosure","comparison":"previous_quarter","type":"fact","figures":null,"expiry_hint":null,"insight":null},{"id":"c12","statement":"N Delivery transaction volume grew 77% year-on-year","as_of":"2025","as_of_explicit":false,"as_of_raw":"year-on-year","source_type":"company_disclosure","comparison":"previous_year_same_period","type":"fact","figures":null,"expiry_hint":null,"insight":null},{"id":"c13","statement":"In February 2026, Naver introduced a beta version of its shopping AI agent, which began offering conversational product summaries, comparisons, and review analysis","as_of":"2026-02","as_of_explicit":true,"as_of_raw":"February 2026","source_type":"company_disclosure","comparison":null,"type":"fact","figures":null,"expiry_hint":null,"insight":null}],"ai_emotional_context":{"valence":0,"arousal":0,"primary_emotions":[],"secondary_emotions":[],"emotional_triggers":[]},"image":{"url":"https://tech42.shoplic.cloud/wp-content/uploads/2026/03/267520145.png","alt":"스마트폰 커머스 앱 화면과 매출 성장 그래프, 추천 상품 목록이 떠 있는 이미지로 AI 기반 커머스 마케팅을 표현.","caption":null,"source":"og_image","alt_status":"auto"}},"provenance":{"source_chain":["primary_reporting"],"original_source_url":null,"related_articles":[]},"temporal":{"freshness":"recent","next_update_expected":null},"access":{"license":"neupai_standard","attribution_required":true,"structured_data":"free","full_text_available":false,"full_text_access":null}}