Yes, logistics uncertainty affects electric bike purchasing decisions, especially for wholesale and OEM buyers. Changes in shipping capacity, transit time, and freight cost increase e-bike shipping risk and influence order size, delivery timing, and buffer stock planning. As a result, buyers increasingly integrate logistics uncertainty into inventory planning and wholesale e-bike sourcing strategies.