The construction of the “Four Good Rural Roads” has benefited thousands of households and serves as a foundational step in promoting rural revitalization. This study analyzes the current status of the project in Shuangshi Town, Yongchuan, and proposes targeted landscape design across four key areas: plant promotion, cultural display, service facilities enhancement, and industrial promotion. The objective is to build a “last kilometer” that truly supports rural revitalization and prosperity for local farmers. Through this integrated approach, the rural roads of Shuangshi Town will be transformed into scenic routes that reflect the charm of rural mountains and forests, showcase characteristic agricultural products, and evoke a sense of nostalgia, creating a travel corridor marked by engineering beauty, cultural beauty, plant beauty, and facility beauty.