Understanding the mechanisms of extracellular electron transport (EET) in biofilms is critical for advancing bioelectrochemical systems (BES). In this study, four bacterial strains - Pseudarthrobacter scleromae , Arthrobacter halodurans , Brevundimonas vesicularis and Rhodococcus fascians - were isolated from activated sludge and shown to form electroactive biofilms (EAB) on graphite-paste electrodes, including those modified with single-walled carbon nanotubes (SWCNTs). Microscopy and spectroscopy confirmed biofilm formation and matrix structure, as well as biofilm viability under SWCNTs cultivation conditions. High-performance liquid chromatography–mass spectrometry (HPLC-MS/MS) identified pyocyanin and 2-hydroxyphenazine as endogenous redox mediators. Electrochemical analyses revealed that SWCNTs significantly enhanced redox conductivity and reduced charge transfer resistance by integrating into the polysaccharide matrix and facilitating direct electron flow from phenazines to the electrode. The resulting biofilm-based biosensors exhibited 5-min BOD