In this study, diffusion, vapor pressure, and threshold concentration uncertainties are explicitly characterized using conservative statistical methods. For other significant variables -namely surface area and activity coefficient-either data are insufficient, or no established methodology exists for uncertainty quantification. While the present work does not encompass all sources of uncertainty, it is an initial effort to integrate uncertainty related to threshold values within the perfume engineering framework, thereby providing a basis for future advancements in robustness and accuracy.