Perceptual similarity refers to the degree to which objects or stimuli are perceived as being alike based on sensory attributes such as shape, color, texture, or sound. It plays a crucial role in cognitive processes like categorization, recognition, and decision-making, influencing how individuals group and differentiate objects in their environment.