The invention relates to a CSP process-based manufacturing method of economical hot-rolled dual-phase steel with high surface quality, which solves the problems that the existing economical hot-rolled dual-phase steel has serious surface iron scales and instable structure property control. The technical scheme comprises molten iron desulfurization, converter blowing, argon blowing, refining, continuous casting, soaking, finish rolling, cooling and coiling. The steel comprises the following chemical components in percentage by weight: 0.03 to 0.065 percent of C, 0.45 to 0.55 percent of Si, 1.20 to 1.55 percent of Mn, less than or equal to 0.012 percent of S, less than or equal to 0.020 percent of P, 0.015 to 0.060 percent of Als, and the balance of Fe and inevitable impurities. In the manufacturing method, the plate blank tapping temperature of a soaking furnace is controlled to be between 1,180 and 1,200 DEG C in the soaking step, the oxygen content volume percent in the furnace is 3.5 to 5.0 percent, the time inside the furnace is 30 to 50 minutes, and the plate blank after soaking is subjected to high-pressure water descaling and then is subjected to the finish rolling. The dual-phase steel produced by the manufacturing method has stable structure property control, no obvious iron scales on the surface, and excellent performance indexes.