Designer piperazines are emerging novel psychoactive substances (NPS) with few high-throughput screening methods for their identification. We evaluated a biochip array technology (BAT) immunoassay for phenylpiperazines (PNP) and benzylpiperazines (BZP) and analyzed 20,017 randomly collected urine workplace specimens. Immunoassay performance at recommended cutoffs was evaluated for PNPI (5 μg/L), PNPII (7.5 μg/L), and BZP (5 μg/L) antibodies. Eight hundred forty positive and 206 randomly selected presumptive negative specimens were confirmed by liquid chromatography high-resolution mass spectrometry (LC-HRMS). Assay limits of detection for PNPI, PNPII, and BZP were 2.9, 6.3, and 2.1 μg/L, respectively. Calibration curves were linear (R (2) > 0.99) with upper limits of 42 μg/L for PNPI/PNII and 100 μg/L for BZP. Quality control samples demonstrated imprecision <19.3 %CV and accuracies 86.0-94.5 % of target. There were no interferences from 106 non-piperazine substances. Seventy-eight of 840 presumptive positive specimens (9.3 %) were LC-HRMS positive, with 72 positive for 1-(3-chlorophenyl)piperazine (mCPP), a designer piperazine and antidepressant trazodone metabolite. Of 206 presumptive negative specimens, one confirmed positive for mCPP (3.3 μg/L) and one for BZP (3.6 μg/L). BAT specificity (21.1 to 91.4 %) and efficiency (27.0 to 91.6 %) increased, and sensitivity slightly decreased (97.5 to 93.8 %) with optimized cutoffs of 25 μg/L PNPI, 42 μg/L PNPI, and 100 μg/L BZP. A high-throughput screening method is needed to identify piperazine NPS. We evaluated performance of the Randox BAT immunoassay to identify urinary piperazines and documented improved performance when antibody cutoffs were raised. In addition, in randomized workplace urine specimens, all but two positive specimens contained mCPP and/or trazodone, most likely from legitimate medical prescriptions. Graphical Abstract Biochip array technology (BAT) immunoassay for designer piperazines detection in urine. In chemiluminescent immunoassay, the labeled-drug (antigen) competes with the drug in the urine. In the absence of drug, the labeled-drug binds to the antibody releasing an enzyme (horseradish peroxidase) to react with the substrate and producing chemiluminescence. The higher the drug concentration in urine, the weaker the chemiluminescent signal is produced. All presumptive positive specimens and randomly selected presumptive negative specimens were analyzed and confirmed by a liquid chromatography high-resolution mass spectrometry with limit of quantification of 2.5 or 5 μg/L.