TikTok Shop Tracking: Bridging Online Spend to In-Store Conversions

Molly Savage, Director of Marketing at Boba Bam and CPG growth consultant, breaks down how retail-focused brands can actually measure creator and influencer program performance when direct-to-consumer attribution tools like UTMs and promo codes fall short.

She argues that digital sampling platforms (Aisle, Viser, Social Nature, We Stock, Thing Testing) can bridge the gap by giving creators unique URLs or landing pages tied to specific offers, letting brands track not just impressions but downstream in-store conversions. Savage also points to traditional tear coupons run through clearing houses as a surprisingly trackable tactic.

For brands wanting to push creator content into paid media, she stresses specifying usage rights in the scope of work upfront, then using geo-targeted ads to measure halo impact by overlaying campaign timing against retail velocity data. None of this produces perfect attribution, she admits, but the tools available today are dramatically more powerful than what existed three years ago.

Watch to see how she sequences these tactics together into a single omnichannel measurement framework.