For the analysis of apple juice aroma, HS-SPME coupled with gas chromathgraphy and mass spectrometry has been successfully used. Typically, large volumes of data are generated by the GC analysis and are to be processed. Thus, smart chemometric tools are required to fully utilize this comprehensive information. Based on multivariate analysis of SPME-GC-MS data, many food products have been successfully discriminated according to variety orand geographical origin. However, there is relatively little concern on apple juices discrimination. To the bast of our knowledge the only exception has differentiated apple juices from 2 varieties: Jonagold and Bramley. This analysis methodology has traditionally associated with target analysis involving a 1st step of identification and quantification of specific markers existing in the volatile fraction. However, finding adequate and sufficiently specific markers existing in the volatile fraction is not always a quick and reliable procedure. It dose not meet the demand of speedy analysis during quality control processes.