The crude oil matrix was still complex, as seen in a full-scan chromatogram with significant background, requiring more selective separation instead of LLE. A significant drawback of the method is the required manual intervention during data processing to extract regions of interest. It thus requires automated data analysis, which is beneficial, especially when analyzing larger sample batches. Further workflow development focusing on data processing using commercially available or built-in software is suggested.