Chimeric antigen receptor (CAR) T cell therapy is a specialised immunotherapy that involves the genetic engineering of autologous patient T cells to target defined cancer antigens. CAR T cells are effective against some haematological cancers but challenges remain for the treatment of solid tumours due to CAR T cell exhaustion and immunosuppression. Clinical data indicates that less differentiated CAR T cells have improved persistence and therapeutic efficacy. These cells have unique transcriptional profiles regulated by numerous pro-memory transcription factors (TFs). However, the relative contribution of each TF to the desired CAR T cell phenotype is not fully understood. In this study, the capability of several TFs to promote CAR T cell persistence and anti-tumour efficacy were investigated. Retroviral vectors were generated to transduce human epidermal growth factor receptor 2 (HER2) directed CAR T cells overexpressing pro-memory TFs and CAR T cell function was assessed through in vitro tumour co-culture assays and in vivo utilising syngeneic mouse tumour models. CAR T cells overexpressing TFs exhibited improved stem-like phenotypes relative to control CAR T cells in vitro. TF overexpression enhanced CAR T cell polyfunctionality through improved inflammatory cytokine production and survival. In mice, adoptively transferred TF-overexpressing CAR T cells significantly inhibited the growth of orthotopic HER2+ breast tumours relative to control CAR T cells. Analysis of TF-overexpressing CAR T cells revealed improved persistence, reduced exhaustion and increased cytotoxicity. Our study suggests that overexpression of pro-memory TFs can enhance CAR T cell stemness and multipotency, leading to improved persistence without impeding their polyfunctionality and cytotoxicity against tumours in vivo. Therefore, overexpression of pro-memory TFs in CAR T cells may represent a promising strategy to overcome the hurdle of limited CAR T cell persistence, particularly within the clinical setting of solid cancers, and to improve long-term treatment outcomes in patients.