Model Integratif Artificial Intelligence dalam Meningkatkan Kinerja Pemasaran melalui Personalisasi Pelanggan dan Brand Engagement pada Platform E-Commerce Produk Kosmetik Muslimah
DOI:
https://doi.org/10.55681/armada.v4i9.3860Keywords:
AI, Personalisasi Pelanggan, Keterlibatan Merek, Kinerja Pemasaran, Kosmetik Muslimah, E-CommerceAbstract
Penelitian ini bertujuan untuk menganalisis peran AI dalam personalisasi pelanggan, mengkaji dampaknya terhadap keterlibatan merek dan kinerja pemasaran, serta merumuskan model AI integratif untuk platform e-commerce kosmetik Muslimah. Desain penelitian kuantitatif eksplanatori digunakan dengan melibatkan 150 responden (pengguna aktif Shopee, Tokopedia, dan Lazada yang telah melakukan setidaknya dua kali pembelian produk kosmetik Muslimah dalam enam bulan terakhir). Data dianalisis menggunakan SEM berbasis varians (SmartPLS 4). AI memiliki pengaruh positif terhadap personalisasi pelanggan (β=0,612; p<0,001). Personalisasi berpengaruh positif terhadap keterlibatan merek (β=0,574; p<0,001) dan kinerja pemasaran (β=0,328; p<0,01). Keterlibatan merek berpengaruh positif terhadap kinerja pemasaran (β=0,451; p<0,001). Personalisasi memediasi secara penuh hubungan antara AI dan kinerja pemasaran. Nilai R-square untuk kinerja pemasaran adalah 0,485. Model integratif yang dihasilkan dapat menjadi panduan bagi bisnis kosmetik Muslimah dalam mengoptimalkan AI untuk personalisasi berbasis halal, memperkuat keterlibatan merek, dan meningkatkan kinerja pemasaran yang berkelanjutan.
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References
Adomavicius, G., & Tuzhilin, A. (2005). Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering, 17(6), 734–749. https://doi.org/10.1109/TKDE.2005.99
Bleier, A., & Eisenbeiss, M. (2015). Personalized online advertising effectiveness: The interplay of what, when, and where. Marketing Science, 34(5), 669-688.
Bleier, A., & Eisenbeiss, M. (2015). The importance of trust for personalized online advertising. Journal of Retailing, 91(3), 390–409. https://doi.org/10.1016/j.jretai.2015.04.001
Bleier, A., Harmeling, C. M., & Palmatier, R. W. (2019). Creating effective online customer experiences. Journal of Marketing, 83(2), 98–119. https://doi.org/10.1177/0022242918809930
Brodie, R. J., Ilic, A., Juric, B., & Hollebeek, L. D. (2013). Consumer engagement in a virtual brand community: An exploratory analysis. Journal of Business Research, 66(1), 105–114. https://doi.org/10.1016/j.jbusres.2011.07.029
Chatterjee, S., Rana, N. P., Tamilmani, K., & Sharma, A. (2021). The effect of AI-based CRM on customer engagement and customer satisfaction: Evidence from digital platforms. Journal of Business Research, 134, 210–221. https://doi.org/10.1016/j.jbusres.2021.05.030
Davenport, T. H., Guha, A., Grewal, D., & Bressgott, T. (2020). How artificial intelligence will change the future of marketing. Journal of the Academy of Marketing Science, 48, 24–42. https://doi.org/10.1007/s11747-019-00696-0
Davenport, T. H., Guha, A., Grewal, D., & Bressgott, T. (2020). How artificial intelligence will change the future of marketing. Journal of the Academy of Marketing Science, 48(1), 24-42.
DinarStandard. (2022). State of the Global Islamic Economy Report 2022. Dubai: DinarStandard.
El-Gohary, H. (2016). Halal tourism, is it really halal? Tourism Management Perspectives, 19, 124-130.
Godey, B., Manthiou, A., Pederzoli, D., Rokka, J., Aiello, G., Donvito, R., & Singh, R. (2016). Social media marketing efforts of luxury brands: Influence on brand equity and consumer behavior. Journal of Business Research, 69(12), 5833–5841. https://doi.org/10.1016/j.jbusres.2016.04.181
Godey, B., Manthiou, A., Pederzoli, D., Rokka, J., Aiello, G., Donvito, R., & Singh, R. (2016). Social media marketing efforts of luxury brands: Influence on brand equity and consumer behavior. Journal of Business Research, 69(12), 5833-5841.
Grewal, D., Hulland, J., Kopalle, P. K., & Karahanna, E. (2020). The future of technology and marketing: A multidisciplinary perspective. Journal of the Academy of Marketing Science, 48, 1–8. https://doi.org/10.1007/s11747-019-00711-4
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM) (2nd ed.). Thousand Oaks, CA: Sage Publications.
Hassan, S. H., & Harun, H. (2016). Factors influencing fashion consciousness in hijab fashion consumption among Muslim women. Journal of Islamic Marketing, 7(4), 476-494.
Hollebeek, L. D., & Macky, K. (2019). Digital content marketing’s role in fostering consumer engagement, trust, and value: Framework, fundamental propositions, and implications. Journal of Interactive Marketing, 45, 27–41. https://doi.org/10.1016/j.intmar.2018.07.003
Hollebeek, L. D., Glynn, M. S., & Brodie, R. J. (2014). Consumer brand engagement in social media: Conceptualization, scale development and validation. Journal of Interactive Marketing, 28(2), 149–165. https://doi.org/10.1016/j.intmar.2013.12.002
Hollebeek, L. D., Glynn, M. S., & Brodie, R. J. (2014). Consumer brand engagement in social media: Conceptualization, scale development and validation. Journal of Interactive Marketing, 28(2), 149-165.
Huang, M. H., & Rust, R. T. (2021). A strategic framework for artificial intelligence in marketing. Journal of the Academy of Marketing Science, 49, 30–50. https://doi.org/10.1007/s11747-020-00749-9
Huang, M. H., & Rust, R. T. (2021). A strategic framework for artificial intelligence in marketing. Journal of the Academy of Marketing Science, 49(1), 30-50.
Kaplan, A. M., & Haenlein, M. (2019). Siri, Siri, in my hand: Who's the fairest in the land? On the interpretations, illustrations, and implications of artificial intelligence. Business Horizons, 62(1), 15-25.
Kotler, P., Kartajaya, H., & Setiawan, I. (2021). Marketing 5.0: Technology for humanity. Hoboken, NJ: John Wiley & Sons.
Kumar, V., & Reinartz, W. (2018). Customer relationship management: Concept, strategy, and tools (3rd ed.). Springer.
Kumar, V., & Reinartz, W. (2018). Customer relationship management: Concept, strategy, and tools (3rd ed.). Berlin: Springer.
Kumar, V., Ramachandran, D., & Kumar, B. (2019). Influence of artificial intelligence and machine learning on marketing strategies. Journal of Business Research, 123, 1–10.
Lemon, K. N., & Verhoef, P. C. (2016). Understanding customer experience throughout the customer journey. Journal of Marketing, 80(6), 69–96. https://doi.org/10.1509/jm.15.0420
Lemon, K. N., & Verhoef, P. C. (2016). Understanding customer experience throughout the customer journey. Journal of Marketing, 80(6), 69-96.
Payne, A., & Frow, P. (2017). Relationship marketing: Looking backwards towards the future. Journal of Services Marketing, 31(1), 11–15. https://doi.org/10.1108/JSM-11-2016-0380
Payne, A., & Frow, P. (2017). Relationship marketing: Looking backwards towards the future. Journal of Services Marketing, 31(1), 11-15.
Puntoni, S., Reczek, R. W., Giesler, M., & Botti, S. (2021). Consumers and artificial intelligence: An experiential perspective. Journal of Marketing, 85(1), 131–151. https://doi.org/10.1177/0022242920953847
Ringle, C. M., Wende, S., & Becker, J. M. (2022). SmartPLS 4. Oststeinbek: SmartPLS GmbH.
Rust, R. T. (2020). The future of marketing. International Journal of Research in Marketing, 37(1), 15-26.
Tam, K. Y., & Ho, S. Y. (2006). Understanding the impact of web personalization on user information processing and decision outcomes. MIS Quarterly, 30(4), 865–890. https://doi.org/10.2307/25148757
Wedel, M., & Kannan, P. K. (2016). Marketing analytics for data-rich environments. Journal of Marketing, 80(6), 97-121.
Wilson, J. A. J. (2012). The new wave of transformational Islamic marketing: Reflections and definitions. Journal of Islamic Marketing, 3(1), 5-11.
Wilson, J. A. J., & Liu, J. (2020). Shaping the halal into a brand? Journal of Islamic Marketing, 11(6), 1235–1254.
Wilson, J. A. J., Kadirov, D., & Laham, J. (2019). The halal market and Muslim consumer behavior: Emerging trends and challenges. Journal of Islamic Marketing, 10(4), 1080–1098.
Zhang, H., Lu, Y., Gupta, S., & Gao, P. (2019). Understanding group-buying websites: The role of personalization and recommendation systems. Journal of Business Research, 96, 113–124.
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