A merchant management system including an order management application to manage customer orders for bespoke or made-to-order goods and determine a suitable allocation of order volume to respective available merchants. The order management application collects, determines, and considers “online” activity data and “offline” activity data in generating a suitability score for each available merchant as it relates to allocation of an existing order volume or a projected order volume.