Assessment of the Role of Consumer Behavior in the Formation of Digital Marketing Campaigns

Abstract

The purpose of the article is to analyze changes in consumer behavior under the influence of digitalization of the economy, to determine modern approaches to building digital marketing campaigns taking into account the behavioral characteristics of consumers, as well as to evaluate the effectiveness of consumer behavior analysis tools and technologies. Special attention is paid to the adaptation of marketing strategies to dynamic market changes in the conditions of digital transformations. The relevance of the study is due to the rapid development of digital technologies, which significantly affect all aspects of interaction between consumers and brands. The growth of online commerce, the proliferation of personalized marketing and the growing demand for convenience and speed of service are forcing companies to rethink traditional marketing approaches. In these conditions, understanding changes in consumer behavior and effective use of modern technologies become crucial to ensuring business competitiveness. The research uses a comprehensive approach, which includes the analysis of scientific literature, the use of secondary data and the analysis of real cases from digital marketing. Methods of comparative analysis were used to evaluate the effectiveness of the tools. Thanks to the interdisciplinary approach, it was possible to combine theoretical aspects with practical recommendations for marketers. The results of the study demonstrate that the digitalization of the economy has radically changed the behavior of consumers, making them more demanding of convenience, transparency and personalization. The use of modern approaches in marketing, in particular audience segmentation and personalized content, allows brands to more accurately meet consumer expectations. Analysis of the effectiveness of tools and technologies showed that integrated platforms for data collection and analysis, as well as tools based on artificial intelligence, provide the greatest effectiveness. The conclusions highlight the need for companies to adapt their marketing strategies to changes in consumer behavior using modern technology and data. The integration of these tools not only increases the effectiveness of campaigns, but also helps to strengthen long-term customer loyalty.