The mechanical performance of modified multiscale carbon fiber (CF) reinforced poly(ether-ether-ketone) (PEEK) composites is improved through wet powder impregnation. The complex PEEK suspension is prepared by mixing nano-silica and PEEK powders in water homogeneously. The CFs are pulled through the complex PEEK suspension, and the modified multiscale PEEK prepregs and composites are prepared by a series of drying and consolidation process. The increasing energy storage, decreasing tan d max and the area under the tan d curve in the dynamic mechanical tests indicate strong interface interactions of modified multiscale CF/PEEK composites. The interlaminar shear strength increases by 15.6% from 72.2 to 83.5 MPa for 2.5 wt% nano-silica addition, showing significant improvement in resisting the delamination damage. Besides, the same addition makes the flexural strength and modulus increase by 13.9 and 8.6%, respectively. The modified multiscale CF/PEEK composites exhibit higher flexural strength and modulus at elevated temperature than the pristine composites. Furthermore, the enhancement mechanisms for the modified multiscale CF/PEEK composites are proposed and illustrated, which contributes to future research on multiscale enhancement for conventional composites. POLYM. COMPOS., 00:000-000, 2018. FIG. 5. The tensile fracture surfaces of PEEK nanocomposites. (a) Without nano-silica, (b) 1 wt% nanosilica, (c) 5 wt% nano-silica, (d)10 wt% nano-silica. FIG. 6. The dynamic mechanical performance. (a) Storage modulus, (b) Loss modulus, (c) The damping term-tan d. [Color figure can be viewed at wileyonlinelibrary.com]