Photodynamic therapy (PDT) and photothermal therapy (PTT) have been developed to treat tumors with potential of clinical applications due to their high spatiotemporal selectivity and non-invasiveness. Nevertheless, the hypoxia within the tumor microenvironment (TME) limits the efficacy of PDT. PTT has the risk of damaging surrounding normal tissues due to the high temperatures essential for killing tumor cells. Herein, we propose a new tumor treatment strategy based on photo-triggered ferroptosis of tumor cells, which is termed photoferroptosis therapy (PFT). The PFT agent (CuS&AIPH@PEG-PAE@PM) was synthesized by encapsulating a radical generator (2,2’-azobis[2-(2-imidazolin-2-yl)propane] dihydrochloride, AIPH) and a photothermal agent (copper sulfide, CuS) into an amphiphilic polymer (poly(ethylene glycol)-poly(β-amino ester), PEG-PAE) via self-assembly and a following coating with platelet membrane (PM). Under near-infrared (NIR) irradiation, the PFT agent CuS&AIPH@PEG-PAE@PM generates abundant alkyl radicals (R●) to trigger tumor cell ferroptosis in a moderate temperature and oxygen-independent manner. Meanwhile, the PFT agent also reduces the GSH level and thus suppresses GPX4 expression to promote ferroptosis, which further consolidates the antitumor effect of PFT. The PFT is expected to establish a promising phototherapy strategy against tumors, which has the potential to overcome the limitations of PDT and PTT.