Prussian white analogue nanoparticles were connected internally by a composite consisting of poly(butyl methacrylate) (PBMA) nano-gel and a conducting polymer layer via a one-step route. The powder falling problems have been mitigated by the intrinsic good binding strength of PBMA organogel; meanwhile, the conducting polymer provides extra transfer paths for electrons.