Case Studies > Ship-From-Store Fulfillment

Ship-From-Store Fulfillment

Company Size
1,000+
Region
  • America
Country
  • United States
Product
  • APT Test & Learn for Sites
Tech Stack
  • APT Test & Learn for Sites
Implementation Scale
  • Enterprise-wide Deployment
Impact Metrics
  • Customer Satisfaction
  • Productivity Improvements
  • Revenue Growth
Technology Category
  • Analytics & Modeling - Predictive Analytics
  • Functional Applications - Inventory Management Systems
Applicable Industries
  • Retail
Applicable Functions
  • Sales & Marketing
  • Warehouse & Inventory Management
Use Cases
  • Inventory Management
  • Predictive Replenishment
Services
  • Data Science Services
  • System Integration
About The Customer
A leading retailer with several hundred stores across the U.S. needed to understand how its ship-from-store fulfillment program affected sales. The retailer aimed to decide which stores, if any, should continue to fill online orders with its inventory. The client used APT’s Test & Learn for Sites to measure the impact of ending ship-from-store fulfillment in a subset of its stores, revealing that removing the program drove a 4% lift in in-store sales without impacting online sales. While the change drove a positive sales lift, analysis showed that removal of the program also caused inventory build-up for select items. With an understanding of how the program impacted sales and product inventory levels, the retailer adapted its ship-from-store strategy, leading to incremental sales and less inventory build-up.
The Challenge
The company traditionally used its in-store inventory to fulfill online orders, but management thought this ship-from-store program may actually be hurting sales by causing out of stocks for in-demand products.
The Solution
The client used APT Test & Learn for Sites to measure the incremental impact of ending its ship-from-store fulfillment program. Using the APT software, the retailer designed a test in which it compared the performance of a select group of 'test' stores where the program was removed, to similar 'control' stores that continued to fill online orders with store inventory. Results of the analysis revealed that in the period after ship-from-store was discontinued, test stores experienced a 4% sales lift and online sales were unaffected on average, confirming the hypothesis that out of stocks were causing sales decline. While the overall results of the test were positive, tracking performance for three months showed that, without ship-from-store, some locations experienced build-up of inventory for certain products. The software automatically segmented results, revealing which products experienced build-up and enabling the retailer to refine the ship-from-store program by limiting online order fulfillment to those specific products.
Operational Impact
  • The retailer used the APT analysis to understand the types of stores where removing ship-from-store would have a positive profit impact.
  • The analysis helped identify the specific types of products that should continue to be shipped from stores to avoid inventory build-up.
  • By tailoring and targeting the ship-from-store program based on these insights, the client drove significant sales improvement.
  • The retailer adapted its ship-from-store strategy, leading to incremental sales and less inventory build-up.
Quantitative Benefit
  • Removing the ship-from-store program drove a 4% lift in in-store sales without impacting online sales.

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