This research paper assesses the effects of sustainable, accessible, and energy-efficient urban furniture design on happiness and well-being among the residents of the urban environment. This paper discusses how urban furniture can help make cities more sustainable, livable, and welcoming for everyone. Through reviewing the existing studies, this paper explores how creative designs, along with input from experts in the same field and the use of eco-friendly materials and technologies, can contribute to making urban spaces better. One of the identified key features of this research was the use of an opinion poll involving a broad spectrum of residents, about the evaluation of proposed designs created with the help of AI, while all designs were based on sustainability, accessibility, and the potential for well-being enhancement. Collecting feedback contributes to finding out public preferences and the efficiency of elements in each design, hence aiding in the development of design guidelines that would bring more inclusive, sustainable, and energy-efficient design. This research will aim to add to the available literature on urban design, fill a gap in this area, and stress the importance of urban furniture in the improvement of life quality. It includes public input when giving recommendations on the future of developments. This can be of great input to sustain urban living and policymaking with a fresh perspective toward sustainable development and well-being.