Chapter 10: Integrating Marketing Data Ecosystems: Merging Diverse Data Sources for Holistic Insights
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Published:2025
Rubina Gill, Pankaj Raj Kumar, Mastu Patel, Harmesh Kumar, 2025. "Integrating Marketing Data Ecosystems: Merging Diverse Data Sources for Holistic Insights", Data Engineering for Data-driven Marketing, Balamurugan Balusamy, Veena Grover, M. K. Nallakaruppan, Vijay Anand Rajasekaran, Mariofanna Milanova
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Abstract
This chapter highlights the importance of combining multiple data sources to gain a complete understanding of the marketing environment. Marketing campaigns can be successful only by data-driven decision-making. We need to include multiple data sources so that it may furnish a complete and distinctive view of market dynamics. This chapter begins by probing into the changing landscape of marketing. It reveals that traditional tactics are being replaced by urban, technology-based strategies. It becomes progressively important for organizations to integrate different data sources along with harnessing the power of big data, artificial intelligence (AI), and advanced analytics. It involves the smooth and flawless blending of different datasets to obtain important connections and patterns. Simple data collection and storage will not help. This chapter emphasizes the need for an all-embracing strategy. Since it has a transformative impact on marketing results, it solves the challenges caused by data storage systems. It also provides real-world examples of integrated solutions. It deliberates regulatory issues that must be considered when integrating different data sources. Any marketing data ecosystem needs integration of the internal and external data sources in search of a better understanding of the market. Such can help businesses find new opportunities and insights that, up until then, remain unknown. It may integrate different data types to get the most from marketing strategies in place. If there is integration of data, then decisions can be made with knowledge and purpose.
