The Effect of Digital Marketing and CRM on Repurchase Intention with Customer Experience Mediation at Consina Store Pontianak on Shopee
DOI:
https://doi.org/10.59890/ijebma.v7i2.3132Keywords:
Shopee, Digital Marketing, Customer Relationship Management, Customer Experience Repurchase IntentionAbstract
The rapid development of digital technology has significantly transformed consumer behavior and business practices across various countries, including Indonesia. This study examines the relationship between digital marketing strategies, customer relationship management (CRM), and customer experience in shaping repurchase intention on the Shopee platform, with a specific focus on Consina Store Pontianak. A quantitative approach was employed using a survey design and purposive sampling of 163 respondents who have purchased or plan to purchase products from Consina Store Pontianak via Shopee. Data were collected through Google Forms and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4. The model assessment included indicator validity, reliability, discriminant validity, and structural analysis to test the relationships between variables using path coefficients, t-statistics, and p-values. The results reveal that digital marketing does not have a direct significant effect on repurchase intention; however, customer experience plays a crucial mediating role between digital marketing, CRM, and repurchase intention. CRM has a strong positive influence on both customer experience and repurchase intention. These findings highlight the importance of personalized customer interactions and effective relationship management in driving purchasing decisions on e-commerce platforms like Shopee. By integrating digital marketing, CRM, and customer experience, this study provides both theoretical and practical contributions for e-commerce business practitioners. The synergy among these three aspects is key to enhancing repurchase intention and maintaining competitive advantage in Indonesia’s digital era
References
Adhitya, W. R., Teviana, T., Sienny, S., Hidayat, A., & Khaira, I. (2024). Implementasi Digital Marketing Menggunakan Platform E-Commerce dan Media Sosial Terhadap Masyarakat Dalam Melakukan Pembelian. TIN: Terapan Informatika Nusantara, 5(1), 63–72.
Adnan, A., Sarita, J., & Eldon, M. (2024). The Implementation of Digital Marketing in Indonesia’s MSMEs by Using Bibliometric Methods and Systematic Literature Review. DiE: Jurnal Ilmu Ekonomi Dan Manajemen, 15(1), 102–113.
Aghivirwiati, G. A. (2023). PENGARUH CUSTOMER EXPERIENCE DAN KEPUASAN TERHADAP PURCHASE INTENTION TIKTOK SHOP. E-JURNAL EKONOMI DAN BISNIS UNIVERSITAS UDAYANA, 12(07), 1330–1339.
Ali, N., & Alfayez, M. (2024). The impact of E-CRM on customer loyalty in the airline industry: the mediating role of customer experience. Cogent Business and Management, 11(1).
Amani, A. R., & Komaladewi, R. (2022). Social Media Dan Customer Relationship Marketing Sebagai Stimulus Dalam Meningkatkan Purchase Intention. Jurnal Ilmiah MEA, 6(2), 1746–1755.
Aningrum, L. W., & Achmad, N. (2024). Pengaruh Digital Marketing, Product Quality Terhadap Purchase Intention Dengan Brand Image Sebagai Variabel Intervening Pada Produk Pakaian Uniqlo. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 6(4), 5416–5432.
Anisa, D. K., & Marlena, N. (2022). Pengaruh User Generated Content Dan E-Wom Pada Aplikasi Tik-Tok Terhadap Purchase Intention Produk Fashion. Jurnal Sinar Manajemen, 9(2), 207–218.
Arieantony, & Matusin, I. O. (2023). Pengaruh Digital Marketing Terhadap Purchase Intention: Dimoderasi Brand Equity. Jurnal Ekonomi Trisakti, 3(2), 3713–3722.
Asmawati, N., Astuti, W. T., & Wisnalmawati. (2025). THE INFLUENCE OF DIGITAL MARKETING, INFLUENCER MARKETING ON PURCHASE INTENTION THROUGH CONSUMER ATTITUDE MEDIATION (SURVEY OF GEN Z USERS OF SHOPEE APPLICATION IN SLEMAN DISTRICT). Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 2(2), 1–7.
Bagasworo, W. (2021). Pengaruh Customer Relationship Management dan Customer Experience Quality Ter-hadap Customer Loyalty Melalui Customer Satisfaction (Studi pada Konsumen di Tanamera Cafe Jakarta). Jurnal Ekonomi, Manajemen Dan Perbankan (Journal of Economics, Management and Banking), 3(2), 89.
Bhattacharya, A., Srivastava, M., & Verma, S. (2019). Customer Experience in Online Shopping: A Structural Modeling Approach. Journal of Global Marketing, 32(1), 3–16.
Chen, N., & Yang, Y. (2021). The impact of customer experience on consumer purchase intention in cross-border E-commerce——Taking network structural embeddedness as mediator variable. Journal of Retailing and Consumer Services, 59(October), 102344.
Chong, J., Sin, C., Hassan, R., & Shahrani, S. (2022). The Impact of Digital Marketing and Indirect Customer Service On the Success of Service Institutions. Gyancity Journal of Electronics and Computer Science, 7(2), 26–36.
Chuah, S. H. W., Sujanto, R. Y., Sulistiawan, J., & Aw, E. C. X. (2022). What is holding customers back? Assessing the moderating roles of personal and social norms on CSR’S routes to Airbnb repurchase intention in the COVID-19 era. Journal of Hospitality and Tourism Management, 50(March), 67–82.
Dachyar, M., & Banjarnahor, L. (2017). Factors influencing purchase intention towards consumer-to-consumer e-commerce. Intangible Capital, 13(5), 946–966.
Dartiningsih, R. (2024). Social Crm (Customer Relationship Management) Model Sebagai Strategi Bisnis Pariwisata Di Kabupaten Mojokerto (Desa Wisata Ketapanrame). Jurnal Ekonomi & Ekonomi Syariah, 7(2), 1570–1581.
Dastane, O. (2020). Impact of Digital Marketing on Online Purchase Intention: Mediation Effect of Customer Relationship Management. Journal of Asian Business Strategy, 10(1), 142–158.
Dewi, L. K. C., Widagdo, S., Martini, L. K. B., & Suardana, I. B. R. (2022). Pengaruh Digital Marketing Dan Customer Relationship Marketing Terhadap Keputusan Wisatawan Dengan Brand Image Sebagai Variabel Mediasi. EKUITAS (Jurnal Ekonomi Dan Keuangan), 6(2), 243–270.
Dexter, J. (2022). Peran Moderasi Customer Experience Atas Pengaruh Visual Merchandising Terhadap Repurchase Intention KKV. Jurnal Strategi Pemasaran, 9(2), 1–17.
Djafarova, E., & Bowes, T. (2021). ‘Instagram made Me buy it’: Generation Z impulse purchases in fashion industry. Journal of Retailing and Consumer Services, 59(xxxx), 102345.
Djohan, S. A., Handhana, D., Castafiore, V. B., & Hendriana, E. (2022). Can gamification stimulate customers to repurchase in the e-marketplace? The mediation effect of customer experience and engagement. Budapest International Research and Critics Institute (BIRCI-Journal): Humanities and Social Sciences, 5(1), 4781–4796.
Ertemel, A. V., & Civelek, M. E. (2019). Managerial Implications of the Relationship Between Customer Care and Purchase Intention in Online Shopping. Business & Management Studies: An International Journal, 7(1), 514–526.
Fausta, M. F., Anderson, P., & Risqiani, R. (2023). Pengaruh Customer Experience, Customer Satisfaction, Terhadap Repurchase Intention Pada Restoran Cepat Saji. Equilibrium: Jurnal Penelitian Pendidikan Dan Ekonomi, 20(01), 1–9.
Felix, A., & Rembulan, G. D. (2023). Analysis of Key Factors for Improved Customer Experience, Engagement, and Loyalty in the E-Commerce Industry in Indonesia. APTISI Transactions on Technopreneurship, 5(2Sp), 196–208.
Fitri, T. A., & Syaefulloh, S. (2023). Pengaruh Influencer Marketing Dan Viral Marketing Terhadap Purchase Intention Melalui Online Customer Review pada Fashion Terkini di Tiktok Shop. Al Qalam: Jurnal Ilmiah Keagamaan Dan Kemasyarakatan, 17(6), 3946.
Gulfraz, M. B., Sufyan, M., Mustak, M., Salminen, J., & Srivastava, D. K. (2022). Understanding the impact of online customers’ shopping experience on online impulsive buying: A study on two leading E-commerce platforms. Journal of Retailing and Consumer Services, 68(September), 103000.
Harryani, S. (2017). Customer Relationship Management Influence on Customer Value, Product Quality and Service Quality in Improving Customer Satisfaction and Its Implication on the Customer Loyalty. Jurnal Ilmiah Ekonomi Bisnis, 22(2), 178575.
Haryanto, R., Setiawan, A., Nurhayati, R., Gede, I., Mertayasa, A., & Nugraha, A. R. (2024). Digital Marketing Sebagai Strategi Pemasaran Di Era Society 5.0: Sebuah Literature Review. Edunomika, 08(02), 1–10.
Hasanah, N., & Habibah, S. (2021). Implementasi Manajemen Kelas di SD Negeri. Jurnal Administrasi, Kebijakan, Dan Kepemimpinan Pendidikan (JAK2P), 2(2), 170.
Herhausen, D., Miočević, D., Morgan, R. E., & Kleijnen, M. H. P. (2020a). The digital marketing capabilities gap. Industrial Marketing Management, 90, 276–290.
Herhausen, D., Miočević, D., Morgan, R. E., & Kleijnen, M. H. P. (2020b). The digital marketing capabilities gap. In Industrial Marketing Management (Vol. 90, pp. 276–290).
Ibrahim, B., & Aljarah, A. (2021). Linking Social Media Marketing Activities to Revisit Intention through Brand Trust and Brand Loyalty on the Coffee Shop Facebook Pages: Exploring Sequential Mediation Mechanism.
Ilyas, G. B. et al. (2020) ‘Reflective model of brand awareness on repurchase intention and customer satisfaction’, Journal of Asian Finance, Economics and Business, 7(9), pp. 427–438. doi: 10.13106/JAFEB.2020.VOL7.NO9.427.
Juliana, H. (2023). Pengaruh Siaran Langsung Dan Manfaat Yang Dirasakan Terhadap Niat Beli Melalui Kepercayaan Konsumen Pada Aplikasi Tiktok Shop. SINOMIKA Journal: Publikasi Ilmiah Bidang Ekonomi Dan Akuntansi, 1(6), 1517–1538.
Khodakarami, F., & Chan, Y. E. (2014). Exploring the role of customer relationship management (CRM) systems in customer knowledge creation. Information and Management, 51(1), 27–42.
Khurniasari, E., & Rahyadi, I. (2021). The effect of E-CRM and technological innovation toward customer loyalty: A mediation effect of customer experience on Tokopedia customers. Journal of Theoretical and Applied Information Technology, 99(22), 5312–5322.
Killiam, J., & Lazuardi, D. (2024). The Effect of Digital Marketing and Customer Experience on Customer Loyalty at Maju Bersama Ringroad. 3(1), 72–79.
Krishen, A. S., Dwivedi, Y. K., Bindu, N., & Kumar, K. S. (2021). A broad overview of interactive digital marketing: A bibliometric network analysis. Journal of Business Research, 131(February 2020), 183–195.
Kumar, P., & Mokha, A. K. (2021). Relationship between E-CRM, Customer Experience, Customer Satisfaction and Customer Loyalty in Banking Industry: A Review of Literature. RESEARCH REVIEW International Journal of Multidisciplinary, 6(2), 127–137.
Kumar, P., Mokha, A. K., & Pattnaik, S. C. (2022). Electronic customer relationship management (E-CRM), customer experience and customer satisfaction: evidence from the banking industry. Benchmarking, 29(2), 551–572.
Kurniawan, I. B., Ardana, I. M. D. W., & Bernardus, I. N. (2025). PENGARUH SOCIAL MEDIA MARKETING, CUSTOMER RELATIONSHIP MANAGEMENT DAN SERVICE QUALITY TERHADAP PATIENT SATISFACTION PADA INSTASKIN BALI. JUIMA: Jurnal Ilmu Manajemen, 15(1), 21–37.
Landeng, R. J. G., Mandeny L, S., & Mandagie, Y. (2023). Pengaruh Cita Rasa, Persepsi Harga dan Customer Relationship Management Terhadap Keputusan Pembelian Minuman Boba Sel-Sel Cheesetea di Tumpaan The Influence of Taste, Price Perception and Customer Relationship Management on the Purchase Decision of Boba. Jurnal LPPM Bidang EkoSosBudKum (Ekonomi, Sosial, Budaya, Dan Hukum), 7(4), 315–324.
Lasmana, S. I., & Sarudin, R. (2023). ANALISIS PENGARUH CUSTOMER EXPERIENCE TERHADAP MINAT BELI KONSUMEN DI BENGKEL BURGER & BREW X KAREN’ S DINER. 4(3), 1935–1942.
Liputri, E., & Gosal, G. (2024). the Relationship of Customer Experience, Customer Engagement, Customer Satisfaction, and Customer Loyalty in Shopee E-Commerce. JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi)., 11(1), 196–204.
Marliana, E., Pertiwi, F., Dwi, I., Rizki, N., Syahputro, S. B., Tinggi, S., Ekonomi, I., & Tanjungpinang, P. (2023). Analisis Customer Experience Terhadap Customer Satisfaction Konsumen Onevape Store Customer Experience Analysis of Onevape Store Customer Satisfaction. Sinomika Journal | Volume, 2(4), 793–800.
Marlina, M., & Mardiana, R. (2023). Implementation of Curriculum Monitoring and Evaluation in Schools. Indonesian Journal Education, 2(2), 45–51.
Mayasari, H. (2021). Pengaruh Perceived Risk dan Customer Experience Terhadap Purchase Intention Pada Aplikasi Lazada Di Kota Padang. Jurnal Manajemen Dan Kewirausahaan, 12(03), 1–13.
Megatari, A. (2021). The effect of customer engagement on customer equity and repurchase intention in mobile shopping applications. In The 2nd International Conference on Inovations in Social Sciences Education and Engineering (ICoISSEE).
Misidawati, D. N., Darmiono, Devi, E. K., Fatimah, S., & Sarwono. (2023). The Effect of Digital Marketing Strategy and Service Quality on Customer Satisfaction in the Indonesian E-Commerce Industry. Sinergi International Journal of Management and Business, 1(2), 160–171.
Musfira, L., & Astuti, B. (2024). Faktor – Faktor yang Mempengaruhi Purchase Intention. Jurnal Informatika Ekonomi Bisnis, 6, 133–144.
Najmi, N., & Wati, M. K. (2024). PENGARUH CUSTOMER RELATIONSHIP MANAGEMENT TERHADAP CUSTOMER LOYALTY DENGAN CUSTOMER SATISFACTION SEBAGAI VARIABEL INTERVENING (Studi Pada Konsumen Mixue di Daerah Istimewa Yogyakarta). Ekomania: Ekonomi, Manajemen, Akuntansi Dan Bisnis, 11(1), 43–55.
Ningsih, K. S. W., & Sutedjo, B. (2024). Pengaruh Customer Value Dan Customer Experience Terhadap Purchase Intentiondan Terhadap Customer Satisfaction (Study Pada Pelanggan Produk Fashion di E-Commerce Shopee). Jurnal Ilmiah MEA (Manajemen, Ekonomi, Dan Akuntansi), 8(1), 339–352.
Novita, I., & Mardian, I. (2022). Pengaruh Customer Relationship Manajemen Terhadap Loyalitas Konsumen. Jurnal Dimensi, 11(1), 1–11.
Nuseir, M. T., El Refae, G. A., Aljumah, A., Alshurideh, M., Urabi, S., & Kurdi, B. Al. (2023). Digital Marketing Strategies and the Impact on Customer Experience: A Systematic Review. Studies in Computational Intelligence, 1056(February), 21–44.
Onassis, S., Utama, T., & Sutarno. (2024). Pengaruh Customer Relationship Management (CRM) Terhadap Keputusan Pembelian. Journal of Trends Economics and Accounting Research, 4(3), 647–653.
Payne, A., & Frow, P. (2004). The role of multichannel integration in customer relationship management. Industrial Marketing Management, 33(6), 527–538.
Pei, X. L., Guo, J. N., Wu, T. J., Zhou, W. X., & Yeh, S. P. (2020). Does the effect of customer experience on customer satisfaction create a sustainable competitive advantage? A comparative study of different shopping situations. Sustainability (Switzerland), 12(18), 1–19.
Putri, D. R. (2021). Digital Marketing Strategy to Increase Brand Awareness and Customer Purchase Intention (Case Study: Ailesh Green Consulting). European Journal of Business and Management Research, 6(5), 87–93.
Putri, Y., Akhmad, I., & Diane Binangkit, I. (2023). Pengaruh Brand Image, Celebrity Endorsement, Dan Perceived Quality Terhadap Purchase Intention Produk N Produk Skincare the Originote. SNEBA, Prosiding Seminar Nasional Ekonomi, Bisnis & Akuntansi, 3, 1097–1111.
Rachen, A. F., & Widyatama, U. (2025). Peran Digital Intuitive dalam Meningkatkan Customer Experience. February, 0–8.
Ratag, E. Y., Putro, A. J. W., & Memarista, G. (2022). Pengaruh Instagram Sebagai Social Media Advertising Dan Customer Experience Terhadap Purchase Intention Dengan Customer Trust Sebagai Intervening Variable Pada Produk Skincare Innisfree Di Kota Surabaya. Jurnal Ilmiah Mahasiswa Manajemen, 11(2), 161–173.
Saktiawan, B., Permatasari, H. I., & Wulandari, T. R. (2023). The influence of brand image on purchase intention in social commerce TikTok Shop: The role of trust Bimo. Sebelas Maret Business Review, 8(1), 44–67.
Sembiring, E. E., Rini, E. S., & Situmorang, S. H. (2023). Pengaruh Pemasaran Media Sosial dan Pengalaman Konsumen Terhadap Intensi Pembelian dengan Mediasi Keterlibatan Konsumen Menggunakan Aplikasi Grab Food dan Go Food Delivery. Al Qalam: Jurnal Ilmiah Keagamaan Dan Kemasyarakatan, 17(3), 1631.
Septian, B. P., & Handaruwati, I. (2021). Pengaruh Customer Experience Terhadap Kepuasan Konsumen Produk Kuliner Lokal Soto Mbok Geger Pedan Klaten. Jurnal Bisnisman: Riset Bisnis Dan Manajemen, 3(2), 16–33.
Simbolon, F. P., & Law, V. (2022). Social Media Marketing through Instagram and Repurchase Intention: The Mediating Role of Customer Engagement. Binus Business Review, 13(3), 223−232.
Siregar, A. I. (2024). Digital Marketing dalam Menghadapi Persaingan Bisnis di Era Digital: Kajian Konseptual. 24(3), 2921–2930.
Sreen, N., Purbey, S. and Sadarangani, P. (2018) ‘Impact of culture, behavior and gender on green purchase intention’, Journal of Retailing and Consumer Services, 41(July 2017), pp. 177–189. doi: 10.1016/j.jretconser.2017.12.002.
Suharto, S., & Yuliansyah, Y. (2023). The Influence of Customer Relationship Management And Customer Experience On Customer Satisfaction. IJBE (Integrated Journal of Business and Economics), 7(1), 403–417.
Tariq, E., Alshurideh, M., Akour, I., & Al-Hawary, S. (2022). The effect of digital marketing capabilities on organizational ambidexterity of the information technology sector. International Journal of Data and Network Science, 6(2), 401–408.
Urbański, M., & Ul Haque, A. (2020). Are you environmentally conscious enough to differentiate between greenwashed and sustainable items? A global consumers perspective. Sustainability (Switzerland), 12(5), 1–25.
Viddiastuti, E. A. N., & Winowatan, J. P. A. (2024). Penerapan Digital Marketing Dalam Meningkatkan Penjualan Produk Fabil Natural. Jurnal Manuhara: Pusat Penelitian Ilmu Manajemen Dan Bisnis, 2(2), 160–173.
Vidiati, C. (2025). Digital Marketing Implementation to Improve Customer Value Creation: A Case Study in The Indonesian E- Commerce Industry. 5(1), 588–603.
Wasiat, F. A. I., & Bertuah, E. (2022). Pengaruh Digital Marketing, Social Media Influencer Terhadap Niat Beli Produk Fashion Pada Generasi Milenial Melalui Customer Online Review di Instagram. SINOMIKA Journal: Publikasi Ilmiah Bidang Ekonomi Dan Akuntansi, 1(3), 513–532.
Yacub, R., & Mustajab, W. (2020). Analisis Pengaruh Pemasaran Digital (Digital Marketing) Terhadap Brand Awareness Pada E-Commerce. Jurnal MANAJERIAL, 19(2), 198–209.
Yunus, M., Saputra, J., & Muhammad, Z. (2022). Digital marketing, online trust and online purchase intention of e-commerce customers: Mediating the role of customer relationship management. International Journal of Data and Network Science, 6(3), 935–944.
Zahida, H., Febrilia, I., & Rahmi. (2023). Pengaruh Customer Relationship Management (CRM) terhadap Customer Loyalty dengan Customer Satisfaction sebagai Variabel Intervening. Jurnal Pemasaran Kompetitif, 7(1), 71–80.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Ahmad Hilmi Fauzan, Rizky Fauzan, Ana Fitriana, Erna Listiana, Ahmadi

This work is licensed under a Creative Commons Attribution 4.0 International License.



