THE APPLICATION OF DATA ANALYTICS IN THE OPTIMISATION OF DIGITAL MARKETING CAMPAIGNS

Abstract

Digital marketing campaigns today are increasingly based on the collection, processing and interpretation of large volumes of data generated through user interactions with websites, social media, email campaigns, mobile applications and e-commerce platforms. The application of data analytics enables organisations to monitor campaign performance more accurately, understand consumer behaviour and make decisions based on measurable indicators, rather than solely on intuition or previous experience. Key performance indicators are particularly important, such as click-through rate, conversion rate, user engagement, website bounce rate, customer acquisition costs and return on investment, as they enable the continuous measurement of the effects of marketing activities and their alignment with business objectives. Data analytics contributes to the optimisation of digital campaigns through user segmentation, content personalisation, customer journey analysis and the prediction of future consumer behaviour. By using big data processing technologies, customer relationship management systems and data on purchasing patterns, companies can develop more detailed customer profiles, identify the most valuable segments and adapt marketing messages to the specific needs and interests of users. This increases the relevance of communication, improves the user experience and creates a greater likelihood of conversion. Advanced forms of analytics, including predictive analytics, machine learning and artificial intelligence, further improve campaign efficiency. These approaches enable the prediction of user engagement, the ranking of potential customers, and the optimisation of advertisements, budgets and communication channels in real time. However, the successful application of analytics depends on data quality, the integration of different sources, privacy protection and the ethical use of user information. It is concluded that data analytics represents a key instrument for optimising digital marketing campaigns, as it enables more precise advertisement targeting, greater personalisation, better cost control and the improvement of overall marketing results.