Why creators are building systems — not chasing virality — on TikTok Shop

With the new year, changes are afoot at TikTok. On January 22, the U.S. version of the app sold for approximately $14 billion to an investor group that includes Oracle, private equity firm Silver Lake and investment firm MGX. It's yet to be seen how these changes will impact TikTok Shop, which has become an e-commerce behemoth. In December 2025, Wired reported that the social commerce platform had grown to rival eBay in scale, estimating that it sold $19 billion worth of products globally between July and September of last year. Even before these most recent changes, as TikTok Shop has matured, brands have been rethinking how they work with creators. In this episode of the Glossy Beauty Podcast, hosted by Pop editor Sara Spruch-Feiner, Glossy reporter Zofia Zwieglinska unpacks her recent story exploring what’s currently driving sales on TikTok Shop — from replicable video formats to product bundles to AI — and how those shifts are redefining influencer marketing.