Higher real estate costs, lower margins and rising e-commerce sales are prompting brands to reassess their physical footprints. At the same time, closing a store could alienate customers online as well as offline. For example, a 2025 study of 69 retailers and 2,100 stores showed that, in the weeks after shutting down a physical location, a retailer’s online sales in the area drop nearly 12% on average.1 But rather than relying on averages, leading brands are using business experimentation to drill down deeper and uncover pockets of opportunity.
For instance, one major retailer analyzed the data from past closures, discovering that sales rose by 6% at stores within 15 miles of a closed location. The company used these insights to prioritize its closures, unlocking over $100 million in net present value. Another retailer experimented with offering coupons near a closing location, generating sales for surrounding stores — and demonstrating that targeted communications can mitigate the impact of closing a store.
Despite the continuing growth of e-commerce, physical stores took in three-quarters of global retail sales in 2024, underscoring the importance of an up-to-date brick-and-mortar strategy.2 Brands are experimenting with new store formats, such as micro-stores, dark stores (used only for online order fulfillment) and hybrid fulfillment hubs, using predictive modeling and location-based testing to decide which locations to close or reformat — and where to reinvest.
Takeaway: Using data and in-market experiments to inform storefront strategy can preserve customer loyalty when repositioning a brand’s brick-and-mortar presence.