It is an important issue to embrace market opportunities, and optimize the management decision for enterprises. This paper presents an automatic selection principle of combinatorial forecast based on rule reasoning, and marketing mix tactics. An optimization model of marketing mix based on forecast is established. It is of practical significance to improve the ability of taking market opportunities, decision making level, and market competitiveness.