Autonomous scrubbers lead the warehouse cleaning robots market at 46.0% share by robot type, followed by DC floor cleaning at 40.0% by application and hardware at 62.0% by component. Demand centers on automated warehouse floor maintenance, while high upfront investment remains a key constraint.