Artificial intelligence (AI) applications for marketing: A literature-based study
Применение искусственного интеллекта (ИИ) в маркетинге: исследование на основе анализа литературы
2022-01-01
SCID: 54.1/j3zdk3cw
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Artificial intelligence in marketingCustomer experienceMachine learningMarketing literature reviewPersonalized marketing
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Abstract (AI)
Artificial Intelligence (AI) has vast potential in marketing. It aids in proliferating information and data sources, improving software's data management capabilities, and designing intricate and advanced algorithms. AI is changing the way brands and users interact with one another. The application of this technology is highly dependent on the nature of the website and the type of business. Marketers can now focus more on the customer and meet their needs in real time. By using AI, they can quickly determine what content to target customers and which channel to employ at what moment, thanks to the data collected and generated by its algorithms. Users feel at ease and are more inclined to buy what is offered when AI is used to personalise their experiences. AI tools can also be used to analyse the performance of a competitor's campaigns and reveal their customers' expectations. Machine Learning (ML) is a subset of AI that allows computers to analyse and interpret data without being explicitly programmed. Furthermore, ML assists humans in solving problems efficiently. The algorithm learns and improves performance and accuracy as more data is fed into the algorithm. For this research, relevant articles on AI in marketing are identified from Scopus, Google scholar, researchGate and other platforms. Then these articles were read, and the theme of the paper was developed. This paper attempts to review the role of AI in marketing. The specific applications of AI in various marketing segments and their transformations for marketing sectors are examined. Finally, critical applications of AI for marketing are recognised and analysed.
Key Findings
1
AI can analyze competitors’ campaigns and help reveal their customers’ expectations, supporting competitive marketing decisions.
2
AI enables real-time customer targeting by selecting appropriate content, channels, and delivery moments from algorithm-generated data.
3
AI enhances marketing by expanding data sources, improving data management, and enabling sophisticated algorithmic analysis.
4
Personalized AI-driven customer experiences increase user comfort and inclination to purchase offered products or services.
5
The literature review identifies and analyzes critical AI applications and transformations across multiple marketing segments, with effectiveness depending on website and business characteristics.
Research Object
Artificial intelligence applications in marketing
Research Subject
The roles, applications, and transformative effects of AI—including machine learning—across marketing segments
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2022-01-01
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References available in scid.ai8
Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy2019
The role of artificial intelligence in achieving the Sustainable Development Goals2020
How artificial intelligence will change the future of marketing2019
A Brief History of Artificial Intelligence: On the Past, Present, and Future of Artificial Intelligence2019
A strategic framework for artificial intelligence in marketing2020
Artificial Intelligence and Business Value: a Literature Review2021
Rising with the machines: A sociotechnical framework for bringing artificial intelligence into the organization2020
Artificial Intelligence and Business Strategy towards Digital Transformation: A Research Agenda2021