Social commerce has moved beyond basic product placement and referral links. Modern consumer journeys are non-linear, spontaneous, and deeply integrated within short-form media platforms. The emergence of tiktok commerce represents a structural shift in how retail operates, collapsing the distance between product discovery and transaction. This ecosystem requires businesses to move away from legacy conversion models and adopt real-time commerce operations. For brands aiming t