Abstract Introduction: Accurate and precise analysis of cannabinoids is important for elucidating their therapeutic potential and developing therapies, which are targeted toward different medical conditions. A wide range of cannabis products are present on the market and are available in different dosage forms, including dried flowers, extracts, and consumables. The aim of this article is to provide an updated narrative review of literature on challenges of analyzing cannabinoids in plant material, oils, and edibles. Method: Literature search was conducted to identify sample preparation and analytical techniques for determination of cannabinoids in plant material, oils, and edibles and associated challenges. Results: Challenges related to determination...