Sample preparation is a crucial step that involves processes such as homogenization, extraction, and isolation of the analyte. These methods must be tailored to the type of sample and the analytical technique to be used. Efficient preparation maximizes the yield of the target analytes and minimizes interferences. Techniques such as solid-phase extraction or liquid-liquid extraction are commonly used to concentrate and purify samples.