THE IMPACT OF FORECASTING CONSUMER BEHAVIOR ON OPTIMIZING THE COMPANY'S PRODUCTION VOLUMES: A MARKETING APPROACH

The article provides a thorough analysis of the impact of consumer behavior forecasting on the effective optimization of enterprise production volumes based on the use of marketing approaches. The article reviews and systematizes key concepts, in particular, forecasting consumer behavior, optimizing production volumes and the marketing approach as a methodological basis for research. Particular attention is paid to the conceptualization of consumer behavior and its importance in the formation of business strategies. On the basis of relevant scientific works and analysis of practical cases, the author identifies marketing research tools suitable for accurate forecasting of the level of demand. On the basis of relevant scientific works and analysis of practical cases, the marketing research tools suitable for accurate forecasting of the level of demand are identified. The article highlights the importance of integrating consumer behavior forecasting into the process of optimizing production capacities, focusing on the relationship between demand forecasting and building adaptive production optimization models. The article also discusses modern software and analytical tools that provide opportunities for effective production management based on marketing forecasts. The article concludes with practical recommendations for implementing marketing forecasting strategies to improve the efficiency of production processes, taking into account the dynamic conditions of the modern market. Predicting consumer behavior plays a key role in ensuring that production volumes are optimized in today's business environment. With a marketing-based approach to forecasting, companies can not only anticipate changes in demand, but also quickly adapt their production processes, which in turn helps to minimize costs, manage inventory more efficiently, and increase overall productivity. In brief, anticipating consumer behavior through marketing helps with more than just production planning; it also leads to better resource and marketing efficiency, ultimately boosting the company's market competitiveness.