The design of donor−acceptor (D−A) conjugated polymers with narrow bandgaps remains a big challenge for achieving high-performance near-infrared (NIR) phototransistors. Herein, we report a novel D−A conjugated polymer (denoted as TBOPV-DT) based on a thiophene-fused benzodifurandione-based oligo(pphenylenevinylene) (TBOPV) acceptor in conjugation with a 3,3′-dialkoxy-2,2′-dithiophene (DT) donor. Benefiting from the alkoxylation of the donor units, the TBOPV-DT conjugated polymer exhibits broad second NIR absorption and a narrow bandgap of 0.65 eV. When being used as the channel material in field-effect transistors, the TBOPV-DT conjugated polymer shows p-type semiconducting behavior with a hole mobility of 0.16 cm 2 V −1 s −1 . Besides, the resulting single-component polymer phototransistor displays ultrahigh sensitivity to a broad range of wavelengths (850−1450 nm) and a record-high photoresponsivity of 1.9 × 10 5 A W −1 . Moreover, the fast rise and decay response times of 53 and 317 ms, respectively, are comparable to those of state-of-the-art two-dimensional materials. This work sheds light on designing new narrow-bandgap D−A conjugated polymers with molecular precision and paves the way for the development of future high-performance optoelectronics.N ear-infrared (NIR) optoelectronic devices have attracted extensive attention due to their broad use in fluorescence imaging, medical monitoring, optical communication, etc. 1−6 As prominent optoelectronic devices, organic phototransistors (OPTs) show numerous superior characteristics over photodiodes and photoconductors such as reduced dark current, lower noise response, and higher light sensitivity. 7−11 In general, NIR light covers the first NIR optical window (NIR-I, 750−1000 nm) and the second NIR optical window (NIR-II, 1000−1700 nm). Recently, growing concern has been given to the utilization of NIR-II light in terms of deep tissue penetration and high temporal and spatial resolution. 12−14 The NIR-II absorbing materials play an important role in determining the overall performance of the OPTs.Among different NIR-II absorbers, narrow-bandgap (<1.6 eV) conjugated polymers are an emerging family of organic