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Since entering the new era, the utilization and protection of energy has gradually become a world-class problem, and the establishment of a comprehensive energy service system is one of the effective solutions to today's energy problems. The establishment of the comprehensive energy service system successfully integrates the fragmented and single energy structure and realizes the multi-energy complementarity between energy sources. However, the current comprehensive energy service is still limited to the integration of several common energy sources, and the system cannot realize dynamic dispatch between energy sources. User-side precision marketing can predict various energy demands. Therefore, establishing a user-side precision marketing model can strengthen the energy efficiency management of the energy system and realize the optimization and upgrading of the comprehensive energy service system. Based on this, we propose a user-side precision marketing model. It can effectively act on the comprehensive service system, and propose effective solutions for the forecast and dispatch of energy demand. At the same time, the article also aims to improve the utilization efficiency of multiple energy sources in comprehensive energy services, reduce multiple costs in energy dispatch, improve economic and environmental benefits, and promote energy conservation and emission reduction. Experiments show that the precise marketing model based on the user side can effectively increase the energy supply speed by 50.1%, reduce the supply cost by 32%, and improve the energy supply efficiency by 33%. This fully shows that the comprehensive energy supply and precision marketing model based on the user side can get rid of the previous single energy supply situation and improve energy utilization efficiency. [ABSTRACT FROM AUTHOR]