Manufacturing adulteration is the major cause of discrepancies between the declared and actual composition of food products. The use of high-throughput sequencing of DNA barcodes is a promising method to identify adulterants, but is not yet widely used in practice. Food pre-processing and differences in GC composition can lead to unequal amplification or complete loss of DNA barcode components, so the results of genomic analysis require an independent confirmation method. Perhaps the most promising way to increase the accuracy of food ingredient identification is to use an orthogonal method based on very different physical principles than DNA sequencing, which involves the analysis of other plant cell components, to verify the results of HTS analysis. In this work, we decided to evaluate the suitability of a multi-omic approach, including coupled DNA barcode HTS analysis and proteomic analysis, to estimate food fraud in herbal beverages. To resolve disputed discordant results obtained during genomic and proteomic investigation of samples, we used traditional botanical morphology method. Among the samples studied, the combined approach revealed two adulterations of Epilobium with Lythrum, which could be dangerous for the unsuspecting consumer.