Not All Stores Are Created Equal — How Store Clustering Turns a One-Size-Fits-All Strategy into a Precision Growth Engine

​150 stores. 5 sales reps. One question: which stores deserve the most attention? Come see how data answers it.

Join Amit Choudhary, Founder & CEO at Enqurious, for a hands-on session exploring how retail companies use data to make smarter store-level decisions.

Not all stores are the same, yet many companies manage them with the same playbook. In this live workshop, you will explore how store-level differences in traffic, basket size, and location type impact sales performance.

Using a real dataset of 150 7-Eleven franchise stores, we will group stores into meaningful personas such as campus, office, neighborhood, and airport locations. You will see how analysts segment stores and assign tailored strategies including visit frequency, SKU assortment, and sales rep allocation.

Through a guided walkthrough, you will learn how store segmentation and clustering help companies allocate effort where it matters most and improve revenue per route.

By the end, you will understand how raw retail data is transformed into actionable strategies for store management and distribution planning.