A pulley system's mechanical advantage is determined by the number of rope lengths involved. Two single pulleys create three lengths of rope, resulting in a mechanical advantage of three. In contrast, two double pulleys provide six lengths of rope, yielding a mechanical advantage of six. Visualizing the setup is crucial for understanding, as one participant suggests drawing the configuration to clarify the mechanics. Clear diagrams can help resolve confusion about how the rope interacts with the pulleys.