Synthetic formulations often fail to capture the complex sensory depth of traditional botanical and spirit-based aromas. Achieving high-fidelity flavor mimicry ensures consumer acceptance and product differentiation.

Standard electronic cigarette formulations suffer from flavor degradation or poor sensory fidelity during heating. Achieving a stable cocoa-based organoleptic experience requires addressing the volatility and heat-induced breakdown of aromatic compounds.