Proteolysis-targeting chimeras (PROTACs) selectively degrade target proteins by recruiting intracellular E3 ubiquitin ligases, overcoming the limitations of traditional small-molecule inhibitors that merely block protein function. This approach has garnered significant interest in precision cancer therapy. However, the clinical translation of PROTACs is hindered by their typically high molecular weight, poor membrane permeability, and suboptimal pharmacokinetic properties. Nanodrug delivery technologies represent a promising approach to overcome the limitations of PROTACs. By encapsulating, conjugating, or integrating PROTACs into functionalized nanocarriers, these systems can substantially enhance solubility and biostability, enable tumor-targeted and stimuli-responsive delivery, and thereby effectively alleviate the "hook effect" and minimize off-target toxicity. This review systematically outlines the primary design strategies for current nano-PROTAC delivery systems, including physical encapsulation, chemical conjugation, carrier-free self-assembly systems, and intelligent "split-and-mix" delivery platforms. We provide an overview and evaluation of recent advances in diverse nanomaterial carriers-such as lipid-based nanoparticles, polymeric nanoparticles, inorganic nanoparticles, biological carriers, and hybrid nanoparticles-highlighting their synergistic therapeutic potential for PROTACs delivery. The clinical translation prospects of these innovative systems are also discussed. This comprehensive analysis aims to deepen the understanding of this rapidly evolving field, address current challenges and opportunities, promote the advancement of nano-PROTACs, and offer insights into their future development.