Here, we investigate the physical properties of thin-film semiconducting polymers, namely poly[2,5-bis(2-octyldodecyl)-pyrrolo[3,4-c]pyrrole-1,4(2H,5H)-dione-3,6-diyl)-alt-(2,2′;5′,-2″; 5″, 2′′′quaterthiophen-5,5′′′-diyl)] (PDPP4T), poly[2,6-(4,4-bis-(2-ethylhexyl)-4H-cyclopenta[2,1-b;3,4b′]dithiophene)-alt-4,7(2,1,3-benzothiadiazole)] (PCPDTBT), their 1:1 blend, and their corresponding composites with a 10% concentration of gold nanoparticles (AuNPs). The studied system combines two low-bandgap, high-mobility semiconducting polymers, offering a promising platform for tailoring optoelectronic properties. Incorporating AuNPs into the polymer matrix enables efficient manipulation of light-matter interactions in films. The results showed the addition of nanoparticles significantly improves physical properties of studied materials. In particular, the presence of AuNPs improved thermal stability and promotes more uniform film morphology. Optical characterization using VTSE and ATR-FTIR indicates the presence of localized surface plasmon resonance (LSPR), which plays a key role in optical response of the composites. The combination of improved structural order and plasmonic interactions results in improved quantum efficiency. The quantum yield of the composite was almost twice as high as that of the pure blend.