Fatty acids are major components of many plants, foods and medicines, including pumpkin seeds (Cucubita pepo), pygeum bark (Prunus africana) and saw palmetto (Serenoa repens). With the gas chromatography methods reported here, free fatty acids of these species can be quantified as their trimethylsilyl derivatives. Because of their different fatty acid contents and composition, the gas chromatography method can distinguish which of three plant species was extracted, and, in the case of S. repens, the method of extraction. Although phytosterols can be separated by this method, their content is too low to be assigned directly. The total fatty acid content can be determined through formation of the methyl esters. This is helpful for estimation of the kind and percentage of fatty acids that are present as triglyceride esters in the plant material and for standardization of the products.