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Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/pbes.v9i4.14950</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>Research on the Impact and Strategies of Digital Marketing and Product Innovation on Interest- Based E-Commerce</title><url>https://artdesignp.com/journal/PBES/9/4/10.26689/pbes.v9i4.14950</url><author>LiYunan</author><pub-date pub-type="publication-year"><year>2026</year></pub-date><volume>9</volume><issue>4</issue><history><date date-type="pub"><published-time>2026-06-03</published-time></date></history><abstract>In the current shift to interest-based e-commerce, businesses are struggling with higher acquisition costs and homogeneous products. This study utilizes the ADO framework to examine how digital marketing and product innovation catalyze interest-led commerce, emphasizing the mediation of emotional value. 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