“…These aspects also influence various RF management processes, for instance, product allocation is closely related to shelve-restocking activities, product visibility affects customer services, and aisle accessibility facilitates maintenance (Calingo, 2018; Tarigan et al , 2018). In fact, studies imply that the existence of traditional RF facilities, with the emergence of the newly trending online retail stores, may depend mainly on optimizing these costumer experiences (Edirisinghe and Munson, 2023), especially with the reported decline in fixed-store settings (Sundström et al , 2021). Despite this, designers base decisions on intuition rather than informed spatial analysis (Marciniak, 2021; Sanz et al , 2018), resulting in little integration between design concepts and costumer perspectives.…”