Chinese oil reservoirs are typically formed through terrestrial sedimentation processes, leading to highly heterogeneous geological structures. Consequently, even after extensive water drive operations, approximately 60% of the crude oil remains trapped within the low-permeability regions of these reservoirs. Hence, to improve the overall recovery rate of the oil field, enhancing the recovery rate of crude oil from such low-permeability regions is critical [1, 2]. Low-permeability reservoirs encounter several developmental challenges owing to their unique geological characteristics. For instance, these reservoirs often lack natural energy, which results in rapid pressure drops and poses challenges for primary-recovery-rate enhancements. Furthermore, fluid seepage in low-permeability reservoirs follows a non-Darcy seepage pattern [3], governed by complex mechanisms involving pore structures, fluid properties, and their interactions. In such reservoirs, fluid flow behavior deviates significantly from Darcy's law, primarily owing to small pore size, excessively low permeability, strong intermolecular forces acting at phase surfaces, and the Jarman effect. The Jarman effect, in particular, intensifies as the reservoir deepens, resulting in a decrease in crude oil saturation, an increase in water content, and enhancement of the capillary drag force. Consequently, numerous oil droplets accumulate at pore throats [4, 5, 6], causing blockages that obstruct water-driven channels. These blockages severely impact fluid seepage, reduce the effective permeability of reservoirs, and complicate oil extraction. Furthermore, the pore throats of low-permeability reservoirs are typically excessively small and exhibit low permeability, further restricting fluid flow capacity. To overcome these challenges and improve oil recovery from low-permeability reservoirs, new technologies and mobilizers must be developed and implemented. These techniques and driving agents must be designed to improve fluid flow within reservoirs and enhance driving efficiency, ultimately optimizing hydrocarbon recovery [7, 8]. Acrylamide-based microspheres are known for their effectiveness in enhanced oil recovery owing to their tunable particle sizes, excellent swelling characteristics, and robust migration abilities. However, traditional polyacrylamide microspheres are currently inadequate for satisfying the complex requirements of low-permeability reservoirs, primarily owing to their harsh field conditions, increased structural heterogeneity, and growing numbers. Furthermore, single-function drive modifiers are unable to significantly enhance reservoir recovery, particularly in reservoirs with multiple major channels and fractures. Their limited ability to adjust flow and effectively manage fluid short-flow and scuttling phenomena [9, 10] can significantly reduce the final recovery efficiencies of reservoirs. Thus, to address the challenges encountered during low-permeability reservoir development, innovative driving agents must be developed promptly. These agents must be endowed with water-absorbing and swelling functionalities to effectively seal fine pores and throats within reservoirs, along with adequate deformation capacity to penetrate these barriers. When traversing the formation, driving agents must be uniformly distributed across the three-phase oil-water-rock interface, generating strong adsorption and stripping forces. These forces can not only help emulsify and strip crude oil but also significantly improve the overall recovery rate of the reservoir. In the context of oil repulsion mechanisms, most studies on the functionalization of polymer microspheres predominantly focus on enhancing their blocking strengths [11–15]. However, research focusing on enhancing their interfacial activity and structural separation pressure is scarce. Currently, suspension, emulsion, and dispersion polymerization are among the prevalent techniques adopted for polymer microsphere preparation. Among these, dispersion polymerization is an environmentally friendly and low-energy method. In this approach, the particle sizes of microspheres can be reduced by increasing the initiator amount, decreasing the monomer concentration, increasing the AM content, and augmenting the crosslinking agent concentration. Based on this background, we designed and synthesized a surface-active functional monomer,named REQ, to meet the practical application requirements of reduced particle sizes and increased hydrophilicity, as well as to enhance the structural separation pressure for improved emulsion stripping of crude oil. This monomer was then copolymerized with AM, 2-acrylamido-2-methylpropanesulfonic acid (AMPS), and ethylene glycol dimethacrylate (EGDMA) to produce nanomicrospheres named PER, through dispersion polymerization. Subsequently, the performance of these nanomicrospheres was evaluated based on their microstructure, interfacial tension, swelling properties, viscoelasticity, shear resistance, and effectiveness in indoor core replacement experiments. The results demonstrated that the PER nanomicrospheres, exhibiting a narrow particle size distribution, excellent swelling properties, good viscoelasticity, and remarkable blocking and recovery rates, could effectively control fluid dynamics within the reservoir. Furthermore, they helped mitigate oil and gas resource loss, enhanced economic benefits, and offered significant strategic value for advancing petroleum engineering technology.