IntroductionExisting methods for morphological, organoleptic, and chemical authentication may not adequately ensure the accurate identification of plant species or guarantee safety. Herbal raw material authentication remains a major challenge in herbal medicine. Over the past decade, DNA barcoding, combined with an orthogonal approach integrating various testing methods for quality assurance, has emerged as a new trend in plant authentication.ObjectiveThe review evaluates DNA barcoding and common alternative testing in plant‐related sectors to enhance quality assurance and accurate authentication.MethodStudies were selected based on their relevance to the identification, quality assurance, and safety of herbal products. Inclusion criteria were peer‐reviewed articles, systematic reviews, and relevant case studies from the last two decades focused on DNA barcoding, identification methods, and their applications. Exclusion criteria involved studies lacking empirical data, those not peer‐reviewed, or those unrelated to the main focus. This ensured the inclusion of high‐quality, pertinent sources while excluding less relevant studies.ResultsAn orthogonal approach refers to the use of multiple, independent methods that provide complementary information for more accurate plant identification and quality assurance. This reduces false positives or negatives by confirming results through different techniques, combining DNA barcoding with morphological analysis or chemical profiling. It enhances confidence in results, particularly in cases of potential adulteration or misidentification of plant materials.ConclusionThis study highlights the persistent challenges in assuring the quality, purity, and safety of plant materials. Additionally, it stresses the importance of incorporating DNA‐based authentication alongside traditional methods, to enhance plant material identification.