Abstract
The article focuses on the intense transformation of marketing in connection with the processes of digitalization and socio-economic transformations as a result of the COVID-19 pandemic. The features of using the main digital marketing tools as effective elements for establishing communications with the target audience are revealed. The expediency of introducing innovative approaches and technologies to increase the conversion rate has been proven. In the context of digital marketing, traffic generation involves the implementation of measures set that encourage potential customers to follow the company's links. The presence of an effective marketing strategy of the company in the digital environment involves the use of sales funnels, with the characteristics of the traffic involved at each stage. The focus of the company on generating organic and paid advertising traffic in accordance with the specifics of the company's functioning in the digital environment has been substantiated. The need for market research has been proven to create, on an ongoing basis, personalized content that will be in demand among the relevant groups of potential customers. It is not enough for modern subscribers to periodically provide access to thematic content, it is necessary to ensure the constant interest and desire of users to get acquainted with the materials, which is possible only with the implementation of flexible and original approaches. The necessity of using various digital marketing tools has been substantiated, since a large number of companies focus only on social media. The interest of large companies in creating specialized social media to promote specialized content increases competition and leads to the introduction of innovative products that can be used to increase the efficiency of formation and improvement of marketing strategies in the digital environment. The specificity of the machine learning algorithms application to improve the effectiveness of a company's marketing strategy in the digital environment is disclosed. Using a variety of data science approaches, it is possible to segment the target audience based on large amounts of data and increase the likelihood of increasing the level of potential customers loyalty.
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