top of page


Analyzing Closed-Loop Commerce: The Architecture of Shopping TikTok Integration
The transition from traditional social media product discovery to native in-app purchasing represents a profound shift in consumer behavior and digital marketing infrastructure. Historically, brands relied on open-loop commerce models, where social platforms served merely as top-of-funnel awareness generators. Users were required to click a link in a creator's biography, navigate to an external mobile browser, wait for a third-party website to load, and manually input their p
May 7
bottom of page