This study aims to identify saturated and unsaturated fatty acids in Crude Palm Oil (CPO), palm kernel seeds, Virgin Coconut Oil (VCO), and cocoa beans using Gas Chromatography (GC-FID). The results of GC-FID analysis showed that VCO contains 90.896% saturated fatty acids, 49.382% CPO, 37.395% palm kernel seeds, and 21.197% cocoa beans. Lauric acid is the highest component in VCO, namely 45.567%, while in CPO the highest component is palmitic acid 43.343%, palm kernel seeds are lauric acid 21.683%, and steric acid 12.120% in cocoa beans. The most unsaturated fatty acids were found in CPO, namely 50.517%, and cocoa beans 11.825%. The unsaturated fatty acids in CPO are oleic acid 39.538% and linoleic acid 10.290%, while in cocoa beans linoleic acid is 11.016%.