Coffee authenticity through chemical analysis is of great pertinence. Discriminant Analysis applied to screen chemical markers for coffee origin. Models based up to 18 key molecules were proposed and validated. Models identify accurately continental or country (Brazil) provenances of coffee. The proposed tools are reliable to control the quality of roasted coffee.