An optimized HS trap extraction method was developed using an O-DOE approach. A tailor-made DOE was created for analytical screening and a blocking factor. 4 instrumental and 2 sample preparation factors were identified and optimized. Furan and furfural can be accurately quantified in a complex solid food matrix.