In B2B digital goods wholesale, customer acquisition and replacement are costly, yet many operations lack a disciplined framework to quantify the long-term value of customer relationships. Unlike consumer markets, B2B wholesale involves complex purchase patterns, large account concentration, and variable cost-to-serve, making standard CLV models in