Compositions are formulated with generally regarded as safe (GRAS) ingredients for use as chemical simulants of toxants such as chemical warfare agents. The compositions can be used for training exercises, testing, and research studies and they can be applied safely to human skin. They include ultraviolet-excited fluorescent ingredients that make possible visible viewing of the simulants. The chemical simulants have good fidelity with the physical properties of toxants, for example, vapor pressure, volatility, persistence, viscosity, response to oxidative, hydrolysis, and perhydrolysis decontaminants, and they can be detected by commonly used portable instruments used to detect toxants.