The preliminary experiments underscore the significant impact of vial and filter materials on PFAS recovery. Glass vials caused substantial analyte loss, whereas Waters polypropylene (PP) vials preserved target concentrations accurately. Similarly, cellulose acetate (CA) filters demonstrated consistently minimal PFAS adsorption, making them an optimal choice for sample preparation.