Weak and partial DNA profiles are commonly encountered within forensic casework due to amplification of low DNA input samples. One option for increasing allelic detection in such samples is the purification of amplified PCR product using commercially available column-based methods. In this study, four commercially available post-PCR purification methods, QIAGEN MinElute®, Independent Forensics Amplicon™ Rx, Millipore Microcon® and Thermo Fisher Scientific ExoSAP-IT™ were evaluated, comparing the quality of PowerPlex® 21 DNA profiles produced to the standard DNA profile generated prior to purification. An increased detection of alleles above the analytical threshold was observed following purification with the MinElute®, Amplicon™ Rx and Microcon® methods, allowing informative DNA profiles to be recovered using as little as 8 pg DNA. However, post-PCR purification using the ExoSAP-IT™ kit was unsuccessful, with no alleles detected above analytical threshold in samples with ≤16 pg DNA. The MinElute® kit was selected for optimisation on the basis of DNA profile quality, including increased detection of alleles and minimal artefacts. The MinElute® method was optimised by evaluating the number of washes and final elution buffer volume, resulting in a further increase in detection of alleles by reducing the elution buffer volume. Overall, this study showed that PowerPlex® 21 DNA profiles from low input DNA can be successfully enhanced by employing the MinElute® post-PCR purification method.