Proper sample preparation ensures that the catalyst exhibits the desired activity, selectivity, and stability. It helps in achieving uniform particle size distribution, appropriate surface area, and the correct phase composition. Without meticulous sample preparation, the catalyst may not perform optimally, leading to subpar reaction outcomes.