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PAZARLAMADA YAPAY ZEKA UYGULAMALARI: LİTERATÜR TEMELLİ BİR ÇALIŞMA

Yıl 2025, Sayı: 8, 58 - 75
https://doi.org/10.62080/kmfed.1783278

Öz

Yapay zeka, pazarlama yöntemlerini köklü bir şekilde yeniden şekillendiren bir dönüşümün simgesi olmuştur. Bu yenilikçi teknoloji, verilerin ileri düzey ve özelleştirilmiş analizine dayalı araçlar sunarak pazarlama girişimlerinin verimliliğini artırma ve müşteri deneyimini güçlendirme yeteneğini kanıtlamıştır. Yapay zeka sayesinde şirketler, müşterilerin davranışları ve ihtiyaçları hakkında daha önce hiç görülmemiş anlayışlar keşfederek stratejilerini geliştirmek için geniş fırsatlar elde etmektedirler. Ancak, yapay zekanın benimsenmesi önünde, geleneksel sistemlerle entegrasyonla ilgili teknik zorluklar, gizlilik ve güvenlik endişeleri ve uzmanlık eksiklikleri gibi zorluklar bulunmaktadır. Bu engelleri aşmak için işletmelerin gelişmiş ve teknoloji dostu çalışma ortamları oluşturmak, sürekli öğrenme kültürünü güçlendirmek ve uzmanlarla stratejik ortaklıklar kurmak için yatırım yapmaları gerekmektedir. Çalışmanın amacı yapay zeka ve pazarlamadaki gerekliliği hakkında bilgi vermek, pazarlamada çeşitli yapay zeka tabanlı dönüşümleri açıklamaktır. Çalışma yapay zeka ve pazarlamada uygulamaları hakkında yapılmış kavramsal bir çalışmadır ve yapay zeka pazarlama uygulamaları alanında ilgili literatür incelenerek oluşturulmuştur. Elde edilen bulgulara göre; yapay zeka günümüzde karmaşık pazarlar ve artan rekabette işletmelerin dönüşümü ve büyümesi için anahtar bir rol oynamaktadır ve dijital dünyada daha önce görülmemiş fırsatların kapısını aralayan bir itici güçtür. Bu teknolojileri akıllıca kullanan ve değişimi benimseyen şirketler, geleceği güvenle ve liderlikle yönlendirebilmek için en ön sırada yer alacaktır.

Kaynakça

  • Al Khaldy, M. A., Al-Obaydi, B. A. A., & Al Shari, A. J. (2023). “The Impact of Predictive Analytics and AI on Digital Marketing Strategy and ROI.” In Conference on Sustainability and Cutting-Edge Business Technologies, (367-379). Springer Nature, Switzerland.
  • Amadoa A.,Cortez P., Rita P., Moro S., (2018). ‘Research Trends on Big Data in Marketing: A Text Mining and Topic Modeling Based Literature Analysis.” European Research on Management and Business Economics, 24(1):1-7
  • Arumugam, S. K., Vittala, K. R. P., Gaikwad, S. M., & Tyagi, A. (2024). “Role of Emerging Technologies in Smart Marketing and Smart Business for Modern Society.” In Enhancing Medical Imaging with Emerging Technologies, 330–346.
  • Aravindhan, G., Vemuri, V. P., Singh, N. R. A., Jain, A., Kancherla, D. B., & Kanakamma, T. (2023). “Precision Marketing Strategy for E-Commerce by Using Artificial Intelligence” Technology. Journal of Informatics Education and Research, 3(2), 1806–1815.
  • Asfour, A. (2024). “AI-Powered Productivity”. (pp. 300)., Amazon Digital Services.
  • Awad, A. (2024). ‘Artificial Intelligence and Marketing Innovation: The Mediating Role of Organizational Culture.’’ Innovative Marketing, 20(3) :170–181.
  • Banik, B. (2024). “AI-Driven Strategies for Enhancing Customer Loyalty and Engagement Through Personalization and Predictive Analytics.”, International Journal of Machine Learning Research in Cybersecurity and Artificial Intelligence, 15(1): 416–447.
  • Boppiniti, S. T. (2022). « Exploring The Synergy Of AI, ML, And Data Analytics in Enhancing Customer Experience and Personalization.”, International Journal of Machine Learning and Computer Engineering, 5(5):1–29.
  • Kumar, M, Biswal, B. K., Choudhary, S. L., Dixit, R. S., & Srivastava, P. (2023). “Exploring The Ethical Use of Artificial Intelligence in Marketing and Advertising.” Journal of Informatics Education and Research, 3(2):1566–1572.
  • Babatunde, S. O., Odejide, O. A., Edunjobi, T. E., & Ogundipe, D. O. (2024). “The Role of AI in Marketing Personalization: A Theoretical Exploration of Consumer Engagement Strategies.”, International Journal of Management & Entrepreneurship Research, 6(3): 936–949.
  • Chakraborty, U. (2020). “Artificial Intelligence for All”, (150 pp.). Walter de Gruyter GmbH.
  • Davenport, T. H., Guha, A., Grewal, D., & Bressgott, T. (2019). “How Artificial Intelligence Will Change the Future of Marketing.”, Journal of the Academy of Marketing Science, 48: 1–19.
  • Darwish, S., Darwish, A., &Bunagan, V. (2020). “New Aspects on Using Artificial Intelligence to Shape the Future of Entrepreneurs.”, Information Sciences Letters, 9(1): 39–50.
  • Dimitrieska, S., Stankovska, A., & Efremova, T. (2018). “Artificial Intelligence and Marketing.”, Entrepreneurship, 6(2):298–304
  • Elliott, A. (2019). “The Culture Of AI: Everyday Life and the Digital Revolution.” (1st ed.), (pp.268). Routledge. Eriksson, T., Bigi, A., &Bonera, M. (2020). “Think With Me, Or Think for Me? On The Future Role Of Artificial Intelligence in Marketing Strategy Formulation.”, The TQM Journal, 32 (4): 795–814.
  • Finlay, J. (1996). “An Introduction to Artificial Intelligence.” (1st ed.), (pp.288). CRC Press.
  • George, G., Haas, M. R., & Pentland, A. (2014). “Big Data and Management”. Academy of Management Journal, 57(2): 321–326.
  • Haleem A, Javaid M., Qadri M. A., Singh, R.P. Suman R.,(2022), Artificial Intelligence (AI) Applications for Marketing: A Literature-Based Study. International Journal of Intelligent Networks, 3:119-132.
  • Hermayanto, R. (2023). “Effective Marketing Strategies in Business: Trends and Best Practices in the Digital Age”. JurnalAdministrare: JurnalPemikiranIlmiah dan Pendidikan Administrasi Perkantoran, 10(1): 61–72.
  • Heimbach, I., &Kostyra, D. S. (2015). “Marketing Automation”. Business & Information Systems Engineering, 57(2):129–133.
  • Iyelolu, T. V., Agu, E. E., Idemudia, C., &Ijomah, T. I. (2024). "Leveraging Artificial Intelligence For Personalized Marketing Campaigns to Improve Conversion Rates”. International Journal of Engineering Research and Development, 20(8): 253–270.
  • Johnson, B. M. (2024). “Artificial Intelligence Shaping the Future”, 1-8. New York University.
  • Kebede, K., Yadete, F. D., & Kant, S. (2023). “Is Paradigm Shift from Traditional Marketing Mix to Digital Marketing Mix Effects the Organizational Profitability in Ethiopia? A Multivariate Analysis”. Partners Universal International Research Journal 2(1):122–134.
  • Kimmel, A. J. (2010). “Connecting with Consumers: Marketing for New Marketplace Realities”(1st ed.), Oxford University Press,( pp. 320).
  • Kiradoo, G. (2023). “Unlocking The Potential of AI In Business: Challenges and Ethical Considerations”. Recent Progress in Science and Technology, (6) :205–220
  • Kumar, D. (2024). “Ethical And Legal Challenges of AI In Marketing: An Exploration of Solutions”. Journal of Information, Communication and Ethics in Society 22 (1): 124–144.
  • Kaur, R., Singh, R., Gehlot, A., Priyadarshi, N., & Twala, B. (2022). “Marketing Strategies 4.0: Recent Trends and Technologies in Marketing.” Sustainability, 14(24):1–17.
  • Kreutzer, R. T., & Sirrenberg, M. (2020). “Understanding Artificial Intelligence: Fundamentals, Use Cases and Methods for A Corporate AI Journey”, Springer Cham. Germany
  • Kiron, D., & Schrage, M. (2019). “Strategy For and with AI”. MIT Sloan Management Review,60(4):30–35.
  • Keikhosrokiani, P., & Pourya Asl, M. (Eds.). (2022). “Handbook Of Research On Artificial Intelligence Applications In Literary Works and Social Media”, (pp. 1–66). IGI Global.
  • Khater, F. (2024). “How Big AI Is in Marketing: Harnessing Artificial Intelligence for Strategic Success” (pp. 66). Amazon Digital Services
  • Kedi W. E. ,Ejimuda C., Idemudia C.&Ijomah T. I. (2024). “AI Software for Personalized Marketing Automation in SMEs: Enhancing Customer Experience and Sales” . World Journal of Advanced Research and Reviews, 3(1):1981–1990.
  • Malhotra, N. K., Sudhir, K., &Toubia, O. (2023). ‘Artificial Intelligence In Marketing”, (pp.344). Emerald Publishing Limited
  • Marr, B., & Ward, M. (2019). “Artificial Intelligence in Practice: How 50 Successful Companies Used AI And Machine Learning to Solve Problems” (pp.85). Wiley.
  • Micallef, G. (2016). “The Era of the Digital Society – Is There Still Scope for Traditional Marketing?” University of Malta Electronic Theses and Dissertations (ETD) Repository.
  • Mattila, A. (2024). “Enhancing Customer Experience on P2P Platforms: A Qualitative Study of the Valmista Platform” (Master’s thesis, Lappeenranta–Lahti University of Technology LUT).
  • Mariani, M. M., Perez‐Vega, R., & Wirtz, J. (2021). “AI In Marketing, Consumer Research And Psychology: A Systematic Literature Review and Research Agenda”. Psychology & Marketing, 39(4), 1–22.
  • Mishra, R., & Varshney, D. (2024). “Consumer Protection Frameworks by Enhancing Market Fairness, Accountability and Transparency (FAT) for Ethical Consumer Decision-Making: Integrating Circular Economy Principles and Digital Transformation in Global Consumer Markets”. Asian Journal of Education and Social Studies, 50(7): 640–652.
  • Oliveira, M. A.-Y., Canastro, D., Oliveira, J., & Tomás, J. (2019). “The Role of AI And Automation on The Future of Jobs and the Opportunity to Change Society”. In A. M. Pinto, D. Castro, & F. Monteiro (Eds.), Agency, freedom and choice (pp. 348–357). Advances in Intelligent Systems and Computing. Springer.
  • Pradeep, A. K., Appel, A., &Sthanunathan, S. (2018). “AI For Marketing and Product Innovation: Powerful New Tools for Predicting Trends, Connecting with Customers, And Closing Sales” (272 pp.). Wiley.
  • Potwora, M., Vdovichena, O., Semchuk, D., &Lipych, L. (2024). “The Use of Artificial Intelligence in Marketing Strategies: Automation, Personalization and Forecasting”. Journal of Management World, (2):41–49.
  • Piercy, N. F. (2016). Market-Led Strategic Change: Transforming the Process of Going to Market (5th ed.). Routledge.
  • Rane, N. L., Achari, A., & Choudhary, S. P. (2023). “Enhancing Customer Loyalty Through Quality Of Service: Effective Strategies To Improve Customer Satisfaction, Experience, Relationship, And Engagement”. International Research Journal of Modernization in Engineering, Technology and Science, 5(5): 427–452.
  • Rane, N. L., Paramesha, M., Choudhary, S. P., & Rane, J. (2024). “Artificial Intelligence, Machine Learning, and Deep Learning for Advanced Business Strategies: A Review”. Partners Universal International Innovation Journal, 2(3): 147–156.
  • Rahman, S. S., & Dekkati, S. (2022). “Revolutionizing Commerce: The Dynamics and Future of E-Commerce Web Applications”. Asian Journal of Applied Science and Engineering, 11(1): 65–73.
  • Rathore, B. (2016). “Revolutionizing The Digital Landscape: Exploring the Integration of Artificial Intelligence in Modern Marketing Strategies”. EDUZONE: International Peer Reviewed/Refereed Multidisciplinary Journal, 5(2): 8–13.
  • Sevaslidou, J., Prassa, M. A., & Papaioannou, E. (2024). “AI in Marketing: Revolutionizing Efficiency and Personalization – Netflix's AI Success Story”. In Proceedings of the International Conference on Contemporary Marketing Issues .
  • Shahid, S. (2023). “From Traditional Marketing to Digital Marketing” (Bachelor’s thesis, Centria University of Applied Sciences). Digital Sign Media Ltd.
  • Soni, V. (2024). “Leveraging Artificial Intelligence and Machine Learning for Data-Driven Marketing Strategy: A Framework for Marketing Managers”. International Journal of Computer Trends and Technology, 72(8):208–220.
  • Stone, M., Aravopoulou, E., Ekinci, Y., Evans, G., Hobbs, M., Labib, A., Laughlin, P., Machtynger, J., & Machtynger, L. (2020). “Artificial Intelligence (AI) In Strategic Marketing Decision-Making: A Research Agenda”. The Bottom Line, ahead-of-print(ahead-of-print), 183–200.
  • Supriadi, A. (2024). “The Impact of Artificial Intelligence (AI) on Marketing Strategy”. Management Studies and Business Journal, 1(1):146–153.
  • Silva, S. C., Corbo, L., Vlačić, B., & Fernandes, M. (2021). “Marketing Accountability and Marketing Automation: Evidence from Portugal”. EuroMed Journal of Business, ahead-of-print(ahead-of-print), 1–21.
  • Sadq, Z. M., & Hama, S. N. S. (2018). “Analyzing The Amazon Success Strategies”. Journal of Process Management-New Technologies, 6(4): 65–69.
  • Shukla, S. S., & Jaiswal, V. (2013). “Applicability Of Artificial Intelligence in Different Fields of Life”. International Journal of Scientific Engineering and Research (IJSER), 1(1): 28–35.
  • Sabharwal, D., Sood, R. S., & Verma, M. (2022). “Studying The Relationship Between Artificial Intelligence and Digital Advertising in Marketing Strategy”. Journal of Content, Community & Communication, 16(8): 118–126.
  • Seshappa, A. S. (2020). “Impact Of AI with The User’s Data Regarding Facebook Business and Targeted Advertising in The United States in Tourism Industry” (Master’s thesis, National College of Ireland). National College of Ireland Repository.
  • Sáez-Ortuño, L., Sánchez-García, J., Forgas, S., Huertas-García, R., & Puerta, E. (2023 . In V. G. Romero-Rodríguez, R. Sánchez-Rivas, & R. Llorente-Barroso (Eds.), “Philosophy of Artificial Intelligence and Its Place in Society” (pp. 18–42). IGI Global.
  • Shabbir, J., & Anwer, T. (2015). Artificial Intelligence and Its Role in Near Future. Journal of LaTeX Class Files, 14(8): 1–11.
  • Todor, R. D. (2016). “Marketing Automation”. Bulletin of the Transilvania University of Braşov, Series V, 9(58): 88–94.
  • Verma S. Sharma R., Deb S& Maitra D. (2021), ‘Artificial Intelligence In Marketing:Systematic Review And Futurere Search Direction’., International Journal of Information Management Data Insights.1(1) :1-8.

APPLICATIONS OF ARTIFICIAL INTELLIGENCE IN MARKETING: A LITERATURE-BASED STUDY

Yıl 2025, Sayı: 8, 58 - 75
https://doi.org/10.62080/kmfed.1783278

Öz

Artificial intelligence has become a symbol of a transformation that is fundamentally reshaping marketing methods. This innovative technology has proven its ability to enhance the efficiency of marketing initiatives and strengthen customer experience by offering tools based on advanced and personalized data analysis. Thanks to artificial intelligence, companies are gaining vast opportunities to refine their strategies by uncovering unprecedented insights into customer behaviors and needs. However, the adoption of artificial intelligence faces challenges such as technical difficulties in integrating with traditional systems, concerns over privacy and security, and a lack of expertise. To achieve these obstacles, businesses need to invest in creating advanced and technology-friendly work environments, fostering a culture of continuous learning, and forming strategic partnerships with experts. The aim of this study is to provide insights into artificial intelligence and its necessity in marketing, as well as to identify various AI-based transformations in the field. This research is a conceptual work on the applications of artificial intelligence in marketing, developed through a review of the relevant literature. According to the findings, artificial intelligence plays a key role in the transformation and growth of businesses in today’s complex markets and increasing competition, acting as a driving force that opens the door to unprecedented opportunities in the digital world. Companies that adopt these technologies wisely and embrace change will be at the forefront, able to lead and shape the future with confidence and authority.

Kaynakça

  • Al Khaldy, M. A., Al-Obaydi, B. A. A., & Al Shari, A. J. (2023). “The Impact of Predictive Analytics and AI on Digital Marketing Strategy and ROI.” In Conference on Sustainability and Cutting-Edge Business Technologies, (367-379). Springer Nature, Switzerland.
  • Amadoa A.,Cortez P., Rita P., Moro S., (2018). ‘Research Trends on Big Data in Marketing: A Text Mining and Topic Modeling Based Literature Analysis.” European Research on Management and Business Economics, 24(1):1-7
  • Arumugam, S. K., Vittala, K. R. P., Gaikwad, S. M., & Tyagi, A. (2024). “Role of Emerging Technologies in Smart Marketing and Smart Business for Modern Society.” In Enhancing Medical Imaging with Emerging Technologies, 330–346.
  • Aravindhan, G., Vemuri, V. P., Singh, N. R. A., Jain, A., Kancherla, D. B., & Kanakamma, T. (2023). “Precision Marketing Strategy for E-Commerce by Using Artificial Intelligence” Technology. Journal of Informatics Education and Research, 3(2), 1806–1815.
  • Asfour, A. (2024). “AI-Powered Productivity”. (pp. 300)., Amazon Digital Services.
  • Awad, A. (2024). ‘Artificial Intelligence and Marketing Innovation: The Mediating Role of Organizational Culture.’’ Innovative Marketing, 20(3) :170–181.
  • Banik, B. (2024). “AI-Driven Strategies for Enhancing Customer Loyalty and Engagement Through Personalization and Predictive Analytics.”, International Journal of Machine Learning Research in Cybersecurity and Artificial Intelligence, 15(1): 416–447.
  • Boppiniti, S. T. (2022). « Exploring The Synergy Of AI, ML, And Data Analytics in Enhancing Customer Experience and Personalization.”, International Journal of Machine Learning and Computer Engineering, 5(5):1–29.
  • Kumar, M, Biswal, B. K., Choudhary, S. L., Dixit, R. S., & Srivastava, P. (2023). “Exploring The Ethical Use of Artificial Intelligence in Marketing and Advertising.” Journal of Informatics Education and Research, 3(2):1566–1572.
  • Babatunde, S. O., Odejide, O. A., Edunjobi, T. E., & Ogundipe, D. O. (2024). “The Role of AI in Marketing Personalization: A Theoretical Exploration of Consumer Engagement Strategies.”, International Journal of Management & Entrepreneurship Research, 6(3): 936–949.
  • Chakraborty, U. (2020). “Artificial Intelligence for All”, (150 pp.). Walter de Gruyter GmbH.
  • Davenport, T. H., Guha, A., Grewal, D., & Bressgott, T. (2019). “How Artificial Intelligence Will Change the Future of Marketing.”, Journal of the Academy of Marketing Science, 48: 1–19.
  • Darwish, S., Darwish, A., &Bunagan, V. (2020). “New Aspects on Using Artificial Intelligence to Shape the Future of Entrepreneurs.”, Information Sciences Letters, 9(1): 39–50.
  • Dimitrieska, S., Stankovska, A., & Efremova, T. (2018). “Artificial Intelligence and Marketing.”, Entrepreneurship, 6(2):298–304
  • Elliott, A. (2019). “The Culture Of AI: Everyday Life and the Digital Revolution.” (1st ed.), (pp.268). Routledge. Eriksson, T., Bigi, A., &Bonera, M. (2020). “Think With Me, Or Think for Me? On The Future Role Of Artificial Intelligence in Marketing Strategy Formulation.”, The TQM Journal, 32 (4): 795–814.
  • Finlay, J. (1996). “An Introduction to Artificial Intelligence.” (1st ed.), (pp.288). CRC Press.
  • George, G., Haas, M. R., & Pentland, A. (2014). “Big Data and Management”. Academy of Management Journal, 57(2): 321–326.
  • Haleem A, Javaid M., Qadri M. A., Singh, R.P. Suman R.,(2022), Artificial Intelligence (AI) Applications for Marketing: A Literature-Based Study. International Journal of Intelligent Networks, 3:119-132.
  • Hermayanto, R. (2023). “Effective Marketing Strategies in Business: Trends and Best Practices in the Digital Age”. JurnalAdministrare: JurnalPemikiranIlmiah dan Pendidikan Administrasi Perkantoran, 10(1): 61–72.
  • Heimbach, I., &Kostyra, D. S. (2015). “Marketing Automation”. Business & Information Systems Engineering, 57(2):129–133.
  • Iyelolu, T. V., Agu, E. E., Idemudia, C., &Ijomah, T. I. (2024). "Leveraging Artificial Intelligence For Personalized Marketing Campaigns to Improve Conversion Rates”. International Journal of Engineering Research and Development, 20(8): 253–270.
  • Johnson, B. M. (2024). “Artificial Intelligence Shaping the Future”, 1-8. New York University.
  • Kebede, K., Yadete, F. D., & Kant, S. (2023). “Is Paradigm Shift from Traditional Marketing Mix to Digital Marketing Mix Effects the Organizational Profitability in Ethiopia? A Multivariate Analysis”. Partners Universal International Research Journal 2(1):122–134.
  • Kimmel, A. J. (2010). “Connecting with Consumers: Marketing for New Marketplace Realities”(1st ed.), Oxford University Press,( pp. 320).
  • Kiradoo, G. (2023). “Unlocking The Potential of AI In Business: Challenges and Ethical Considerations”. Recent Progress in Science and Technology, (6) :205–220
  • Kumar, D. (2024). “Ethical And Legal Challenges of AI In Marketing: An Exploration of Solutions”. Journal of Information, Communication and Ethics in Society 22 (1): 124–144.
  • Kaur, R., Singh, R., Gehlot, A., Priyadarshi, N., & Twala, B. (2022). “Marketing Strategies 4.0: Recent Trends and Technologies in Marketing.” Sustainability, 14(24):1–17.
  • Kreutzer, R. T., & Sirrenberg, M. (2020). “Understanding Artificial Intelligence: Fundamentals, Use Cases and Methods for A Corporate AI Journey”, Springer Cham. Germany
  • Kiron, D., & Schrage, M. (2019). “Strategy For and with AI”. MIT Sloan Management Review,60(4):30–35.
  • Keikhosrokiani, P., & Pourya Asl, M. (Eds.). (2022). “Handbook Of Research On Artificial Intelligence Applications In Literary Works and Social Media”, (pp. 1–66). IGI Global.
  • Khater, F. (2024). “How Big AI Is in Marketing: Harnessing Artificial Intelligence for Strategic Success” (pp. 66). Amazon Digital Services
  • Kedi W. E. ,Ejimuda C., Idemudia C.&Ijomah T. I. (2024). “AI Software for Personalized Marketing Automation in SMEs: Enhancing Customer Experience and Sales” . World Journal of Advanced Research and Reviews, 3(1):1981–1990.
  • Malhotra, N. K., Sudhir, K., &Toubia, O. (2023). ‘Artificial Intelligence In Marketing”, (pp.344). Emerald Publishing Limited
  • Marr, B., & Ward, M. (2019). “Artificial Intelligence in Practice: How 50 Successful Companies Used AI And Machine Learning to Solve Problems” (pp.85). Wiley.
  • Micallef, G. (2016). “The Era of the Digital Society – Is There Still Scope for Traditional Marketing?” University of Malta Electronic Theses and Dissertations (ETD) Repository.
  • Mattila, A. (2024). “Enhancing Customer Experience on P2P Platforms: A Qualitative Study of the Valmista Platform” (Master’s thesis, Lappeenranta–Lahti University of Technology LUT).
  • Mariani, M. M., Perez‐Vega, R., & Wirtz, J. (2021). “AI In Marketing, Consumer Research And Psychology: A Systematic Literature Review and Research Agenda”. Psychology & Marketing, 39(4), 1–22.
  • Mishra, R., & Varshney, D. (2024). “Consumer Protection Frameworks by Enhancing Market Fairness, Accountability and Transparency (FAT) for Ethical Consumer Decision-Making: Integrating Circular Economy Principles and Digital Transformation in Global Consumer Markets”. Asian Journal of Education and Social Studies, 50(7): 640–652.
  • Oliveira, M. A.-Y., Canastro, D., Oliveira, J., & Tomás, J. (2019). “The Role of AI And Automation on The Future of Jobs and the Opportunity to Change Society”. In A. M. Pinto, D. Castro, & F. Monteiro (Eds.), Agency, freedom and choice (pp. 348–357). Advances in Intelligent Systems and Computing. Springer.
  • Pradeep, A. K., Appel, A., &Sthanunathan, S. (2018). “AI For Marketing and Product Innovation: Powerful New Tools for Predicting Trends, Connecting with Customers, And Closing Sales” (272 pp.). Wiley.
  • Potwora, M., Vdovichena, O., Semchuk, D., &Lipych, L. (2024). “The Use of Artificial Intelligence in Marketing Strategies: Automation, Personalization and Forecasting”. Journal of Management World, (2):41–49.
  • Piercy, N. F. (2016). Market-Led Strategic Change: Transforming the Process of Going to Market (5th ed.). Routledge.
  • Rane, N. L., Achari, A., & Choudhary, S. P. (2023). “Enhancing Customer Loyalty Through Quality Of Service: Effective Strategies To Improve Customer Satisfaction, Experience, Relationship, And Engagement”. International Research Journal of Modernization in Engineering, Technology and Science, 5(5): 427–452.
  • Rane, N. L., Paramesha, M., Choudhary, S. P., & Rane, J. (2024). “Artificial Intelligence, Machine Learning, and Deep Learning for Advanced Business Strategies: A Review”. Partners Universal International Innovation Journal, 2(3): 147–156.
  • Rahman, S. S., & Dekkati, S. (2022). “Revolutionizing Commerce: The Dynamics and Future of E-Commerce Web Applications”. Asian Journal of Applied Science and Engineering, 11(1): 65–73.
  • Rathore, B. (2016). “Revolutionizing The Digital Landscape: Exploring the Integration of Artificial Intelligence in Modern Marketing Strategies”. EDUZONE: International Peer Reviewed/Refereed Multidisciplinary Journal, 5(2): 8–13.
  • Sevaslidou, J., Prassa, M. A., & Papaioannou, E. (2024). “AI in Marketing: Revolutionizing Efficiency and Personalization – Netflix's AI Success Story”. In Proceedings of the International Conference on Contemporary Marketing Issues .
  • Shahid, S. (2023). “From Traditional Marketing to Digital Marketing” (Bachelor’s thesis, Centria University of Applied Sciences). Digital Sign Media Ltd.
  • Soni, V. (2024). “Leveraging Artificial Intelligence and Machine Learning for Data-Driven Marketing Strategy: A Framework for Marketing Managers”. International Journal of Computer Trends and Technology, 72(8):208–220.
  • Stone, M., Aravopoulou, E., Ekinci, Y., Evans, G., Hobbs, M., Labib, A., Laughlin, P., Machtynger, J., & Machtynger, L. (2020). “Artificial Intelligence (AI) In Strategic Marketing Decision-Making: A Research Agenda”. The Bottom Line, ahead-of-print(ahead-of-print), 183–200.
  • Supriadi, A. (2024). “The Impact of Artificial Intelligence (AI) on Marketing Strategy”. Management Studies and Business Journal, 1(1):146–153.
  • Silva, S. C., Corbo, L., Vlačić, B., & Fernandes, M. (2021). “Marketing Accountability and Marketing Automation: Evidence from Portugal”. EuroMed Journal of Business, ahead-of-print(ahead-of-print), 1–21.
  • Sadq, Z. M., & Hama, S. N. S. (2018). “Analyzing The Amazon Success Strategies”. Journal of Process Management-New Technologies, 6(4): 65–69.
  • Shukla, S. S., & Jaiswal, V. (2013). “Applicability Of Artificial Intelligence in Different Fields of Life”. International Journal of Scientific Engineering and Research (IJSER), 1(1): 28–35.
  • Sabharwal, D., Sood, R. S., & Verma, M. (2022). “Studying The Relationship Between Artificial Intelligence and Digital Advertising in Marketing Strategy”. Journal of Content, Community & Communication, 16(8): 118–126.
  • Seshappa, A. S. (2020). “Impact Of AI with The User’s Data Regarding Facebook Business and Targeted Advertising in The United States in Tourism Industry” (Master’s thesis, National College of Ireland). National College of Ireland Repository.
  • Sáez-Ortuño, L., Sánchez-García, J., Forgas, S., Huertas-García, R., & Puerta, E. (2023 . In V. G. Romero-Rodríguez, R. Sánchez-Rivas, & R. Llorente-Barroso (Eds.), “Philosophy of Artificial Intelligence and Its Place in Society” (pp. 18–42). IGI Global.
  • Shabbir, J., & Anwer, T. (2015). Artificial Intelligence and Its Role in Near Future. Journal of LaTeX Class Files, 14(8): 1–11.
  • Todor, R. D. (2016). “Marketing Automation”. Bulletin of the Transilvania University of Braşov, Series V, 9(58): 88–94.
  • Verma S. Sharma R., Deb S& Maitra D. (2021), ‘Artificial Intelligence In Marketing:Systematic Review And Futurere Search Direction’., International Journal of Information Management Data Insights.1(1) :1-8.
Toplam 60 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Dijital Pazarlama
Bölüm Araştırma Makaleleri
Yazarlar

Othman Isam Abdulwahid Abdulwahid 0009-0001-1708-623X

Onur Şaylan 0000-0001-7013-0415

Erken Görünüm Tarihi 26 Ekim 2025
Yayımlanma Tarihi 27 Ekim 2025
Gönderilme Tarihi 13 Eylül 2025
Kabul Tarihi 26 Ekim 2025
Yayımlandığı Sayı Yıl 2025 Sayı: 8

Kaynak Göster

APA Abdulwahid, O. I. A., & Şaylan, O. (2025). PAZARLAMADA YAPAY ZEKA UYGULAMALARI: LİTERATÜR TEMELLİ BİR ÇALIŞMA. Kapanaltı Dergisi(8), 58-75. https://doi.org/10.62080/kmfed.1783278