Prioritizing Marketplace Features in Indonesian E-Commerce Platforms Using the Kano Model: Evidence from Shopee, Tokopedia, and Lazada

Authors

  • Fahrobby Adnan Universitas Jember
  • Januar Adi Putra Universitas Jember
  • Shyfanaya Aulia Universitas Jember
  • Dwi Jannah Oktavia Universitas Jember
  • Muhammad Ahsan Hilmi Universitas Jember

DOI:

https://doi.org/10.59261/jequi.v8i2.311

Keywords:

Kano Model, Net Promoter Score, Satisfaction Index, Self-stated Importance, Shopee, Tokopedia, Lazada

Abstract

Background: Indonesia’s e-commerce sector is rapidly growing, with transactions reaching USD 82 billion in 2023 and expected to exceed USD 160 billion by 2030. Despite this expansion, retaining customers remains challenging, as platforms often invest in new features without systematically analyzing customer needs.

Objective: To identify and prioritize customer-desired features on Shopee, Tokopedia, and Lazada using the Kano Model combined with the Satisfaction Index and Self-Stated Importance, thereby providing actionable recommendations for platform development.

Methods: This research utilizes the Kano Model to analyze customer needs on the Shopee, Tokopedia, and Lazada market places, which were identified as the three most popular marketplaces based on the results of customer loyalty calculations using the Net Promoter Score (NPS).

Results: The findings confirmed that Shopee, Tokopedia, and Lazada are the top three marketplaces in Indonesia. This research, using the Kano Model, aims to determine feature categorizations and prioritize features for development based on the results of the Satisfaction Index and Self-Stated Importance calculations. According to the Kano Model, 14 features of Shopee are categorized as Attractive. Meanwhile, 11 features of Tokopedia are categorized as Attractive, One-dimensional, and Indifferent. In addition, 13 features of Lazada are categorized as Must-be, One-dimensional, Attractive, and Indifferent.

Conclusion: The Kano Model effectively distinguishes feature priorities across marketplaces. Developers should focus on Attractive features for differentiation while maintaining Must-be features. Recommended strategies include Shopee social commerce; Tokopedia service integration; and Lazada payment ecosystem reliability. This approach offers a replicable framework for managing digital platform features.

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References

Afrina, M., Gumay, N. K. P., Ariani, A., & Febriady, M. (2025). The effect of Chatbot usage on customer satisfaction: A quantitative study of Shopee, Tokopedia, and Lazada using SmartPLS. Jurnal Sisfokom (Sistem Informasi Dan Komputer), 14(1), 114–122.

Berger, C., Blauth, R., & Boger, D. (1993). Kano’s methods for understanding customer-defined quality.

Budiarani, V. H., Maulidan, R., Setianto, D. P., & Widayanti, I. (2021). The kano model: How the pandemic influences customer satisfaction with digital wallet services in Indonesia. Journal of Indonesian Economy and Business, 36(1), 62–82.

Deng, J., Yang, K., Yu, Y., Zhang, S., & Zhao, X. (2026). Kano Model-Based Analysis of Medical and Nursing Service Needs of Fracture Patients and Their Families. Journal of Multidisciplinary Healthcare, 595135.

Diaz, E., Carranza, R., Martin-Consuegra, D., & Zhang, J. (2026). Technology-driven smart consumer experiences in tourism destinations. Current Issues in Tourism, 29(5), 967–997.

Esmaeili Givi, M., Keshavarz, H., & Kargar Azad, Z. (2023). Quality assessment of E-learning website using asymmetric impact–performance analysis and Kano’s customer satisfaction model: a case study based on WebQual 4.0. Information Discovery and Delivery, 51(1), 35–46. https://doi.org/10.1108/IDD-08-2021-0083

Ghaffar, A. A. (2024). The Assessment of Usability and Service Quality in E-Commerce Using the Integration of Analytical Hierarchy Process (AHP) and Technique for Order Performance by Similarity to Ideal Solution (TOPSIS). Asian Journal of Business and Accounting.

Gyenge, B., Póka, V., & Mészáros, K. (2026). A Refined Kano Model Approach to Sustainable Last-Mile Convenience Services and Customer Satisfaction. Logistics, 10(4), 86.

Ingaldi, M., & Ulewicz, R. (2019). How to make e-commerce more successful by use of Kano’s model to assess customer satisfaction in terms of sustainable development. Sustainability, 11(18), 4830.

Kano, N., Seraku, N., Takahashi, F., & Tsuji, S. (1984). Attractive quality and must-be quality.

Kusumahadi, K. (2022). E-ServiceQuality model and Kano model: an integration improvement on service quality in E-commerce services. International Journal of Entrepreneurship, Business and Creative Economy.

Lin, P. H., Lin, G. L., & Yeh, T. H. (2026). Applying Kano model in classifying 3D image quality factors and functional attributes. International Journal of Industrial Ergonomics, 112, 103896.

Masudin, I., Hanifah, Y. K. P., Dewi, S. K., Restuputri, D. P., & Handayani, D. I. (2022). Customer perception of logistics service quality using SIPA and modified Kano: Case study of Indonesian e-commerce. Logistics, 6(3), 51.

Nurcahyo, R., Prabuwono, A. S., Fainusa, A. F., Wibowo, N., Habiburrahman, M., & Hindriyandhito, K. (2023). Enhancing User Satisfaction in Indonesia’se‐wallet Market: A Comprehensive Analysis of Factors and Priorities. Human Behavior and Emerging Technologies, 2023(1), 8864865.

Oey, E., Putri, N. R. P., & Rahardjo, B. S. (2023). Classifying Customer Attributes with Importance Performance Analysis and Fuzzy Kano. CommIT J, 17(2), 121–131.

Palumbo, F. (2015). Developing a new service for the digital traveler satisfaction: The Smart Tourist App. International Journal of Digital Accounting Research, 15.

Potra, S. A., Küçün, N. T., Cernescu, L. M., & Dungan, L. I. (2026). How best to capture the voice of the customer in new offer design? A Neuro Kano model. Journal of Engineering Design, 37(1), 190–210.

Putera, W. A., Cipta, I. P. A. E. Y., Yudistira, I. G. A., Puspita, N. W. D., & Pramesti, I. E. B. (2025). The influence of service quality dimensions and e-commerce image on user satisfaction levels. Sinkron: Jurnal Dan Penelitian Teknik Informatika, 9(2), 776–787.

Raco, J. R., Raton, Y., Tumewu, T. W., Raco, B., & Widjaja, I. (2024). Strategic Development of Online Business Platform Using AHP and QFD: A Case Study of Manado City, Indonesia. Futurity Economics&Law, 4(1), 64–86.

Salahuddin, M., & Lee, Y.-A. (2021). Identifying key quality features for wearable technology embedded products using the Kano model. International Journal of Clothing Science and Technology, 33(1), 93–105.

Satrio, S., Budiarjo, E. K., & Shihab, M. R. (2022). Minimum viable product analysis in hyperlocal marketplace applications using customer development method. 2022 10th International Conference on Information and Communication Technology (ICoICT), 334–339.

Shadrina, A., & Ikatrinasari, Z. F. (2021). Quality improvement of the E-Commerce website using integration of Kano Model-IPA with QFD approach. Operational Research in Engineering Sciences: Theory and Applications, 4(3), 1–20.

Shen, Y., Kokkranikal, J., Christensen, C. P., & Morrison, A. M. (2021). Perceived importance of and satisfaction with marina attributes in sailing tourism experiences: A kano model approach. Journal of Outdoor Recreation and Tourism, 35, 100402.

Suzianti, A., Haqqi, F. R., & Fathia, S. N. (2022). Strategic recommendations for financial technology service development: a comprehensive risk-benefit IPA-Kano analysis. Journal of Modelling in Management, 17(4), 1481–1503.

Tanggarachai, S., Rozali, A. Z., & Hartini, H. (2025). Exploring the Mobile Shopping Experience: A Comparative Study of Perceived Service Quality on Lazada and Shopee Platforms. Journal of Engineering Research and Education (JERE), 17, 226–241.

Waoma, S., Izmuddin, I., & Judijanto, L. (2024). Perceptual Mapping Marketplace Tiktok Shop, Tokopedia, Shopee, Lazada, Blibli: Positioning Marketplace Based on Indonesia Online Shopper Preferences. Journal of Ecohumanism, 3(4), 2726–2737.

Yang, C. C. (2005). The refined Kano’s model and its application. Total Quality Management & Business Excellence, 16(10), 1127–1137.

Yingyi, C., Tajuddin, R. M., Zainol, A. S., & Zijie, C. (2025). Emotion-Driven User Experience on Elderly Women’s Impulse Buying: A Kano model study. Journal of ASIAN Behavioural Studies, 10(SI30), 45–60.

Yunidwi, K. R., & Napitupulu, T. A. (2024). The Influence of Environmental Sustainability Awareness on Consumers’ E-Loyalty to Online Grocery Shopping Platforms: A Comprehensive Study of Factors. J. Syst. Manag. Sci, 14, 376–397.

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Published

2026-06-18