Insight Flash: Tracking the Shift in Apparel Spend with Consumer Edge Transaction Data 

Following Forever 21’s bankruptcy, Consumer Edge transaction data provides real-time visibility into where former customers may reallocate their discretionary apparel spend. The data suggests that off-price retailers—including TJ Maxx, Ross Stores, and Marshalls—are well-positioned to capture share, reflecting a potential shift toward discounted branded apparel over traditional fast fashion. Shein remains a key competitor, reinforcing the growing dominance of ultra-fast fashion in digital retail.

At the same time, Macy’s and Nordstrom could see incremental gains, indicating that some consumers may trade up to mid-tier department store offerings. Lululemon and Old Navy’s positioning within casualwear and athleisure aligns with one of the strongest structural trends in apparel, while TikTok Shop’s presence in the data highlights the rising relevance of social commerce among younger consumers. By leveraging transaction data, investors and brands can quantify these shifts in real time, providing a crucial edge in assessing competitive dynamics. 

Merchant Share of Wallet: Percentage of total tracked spending from Forever 21 customers that is being allocated to each brand. 
Times More Spend Than Panel: Indicates whether Forever 21 customers spend disproportionately at a retailer compared to the average. A higher value suggests they allocate a greater share of their spending to that retailer. 

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About the Authors

Michael Gunther is the VP Head of Insights for the CEIC. Explore more of his insights here and follow him on LinkedIn.

Ruhell Amin is a Senior Insights Analyst for the CEIC. Explore more of his insights here and follow him on LinkedIn.