In today's competitive landscape, a nuanced understanding of customer behavior is not just an advantage — it's a necessity to win. To illuminate the purchasing habits of its customers who sign up for an account via its self-service platform, a leading national office supply store partnered with Goodway Group to identify the latency from account sign-up to first purchase, analyze repeat purchase patterns and pinpoint repeat order favorites. By gathering and analyzing this data, the store hoped to glean insights to inform and enhance marketing strategies, refine products and enrich the customer journey to reach its ultimate goal: unmatched sector dominance.