Segmentasi Loyalitas Pelanggan UMKM Fashion Menggunakan Model Recency, Frequency, dan Monetary (RFM)

Retno Desti Dwi Meilasari, Elfi Husnita Hasibuan

Abstract


This study aims to understand the customer segmentation of Galery Bunda Nai, a fashion MSME based on physical stores, and to design a digital marketing strategy that suits customer needs and problems. Primary data consisting of 351 transactions from transaction records was collected from January to December 2025. It was analyzed using the RFM (Recency, Frequency, Monetary) model. The analysis results divided customers into 9 sub-segments, which were then combined into 3 main persona labels: Steady Shoppers, Fresh Potentials, and Value Seekers. Semi-structured ethnographic interviews revealed the pain points of each segment, such as minimal communication and personal recommendations for Steady Shoppers, hesitation to repurchase among Fresh Potentials, and a lack of appreciation for Value Seekers. The proposed digital marketing strategy includes consistent social media content, product education, customer testimonials, personalized communication, loyalty programs, and community development. The integration of RFM analysis and ethnographic insights is expected to improve customer engagement, retention, and loyalty on an ongoing basis.


Keywords


Costumer Loyalty, RFM Analysis, Customer Segmentation, Digital Marketing

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References


_________.Undang-Undang Nomor 20 Tahun 2008 tentang Usaha Mikro, Kecil, dan Menengah.

https://peraturan.bpk.go.id/Details/39653/uu-no-20-tahun-2008 (2023).

A. Agustiono, S. L. (2022). Pengaruh Customer Experience terhadap Customer Loyalitas Pelanggan melalui Kepuasan Pelanggan sebagai Variabel Intervening (Studi pada Masyarakat Semarang Pengguna LinkAja). Jurnal Ilmu Administrasi Bisnis.

Dwi Putri Handayani, S. S. (2013). Pengaruh Kualitas Produk Dan Kualitas Pelayanan Terhadap Loyalitas Pelanggan Melalui Kepuasan Pelanggan . JurnaL Ilmu Administrasi Bisnis.

Edwin Rizki Sukmaputra, Y. E. (2017). Pengaruh Program Retention dan Kepuasan Konsumen terhadap Loyalitas Konsumen di CGV Blizt Bandung.

Fauzan, M. (2025, Februari). Mayoritas Orang Indonesia Anggap 'Fashion' Penting. Diambil kembali dari GoodStats: https://data.goodstats.id/statistic/mayoritas-orang-indonesiaanggap-fashion-penting-GPQci

FirmanArifianto, J. A. (2024). Segmentasi Pelanggan Berdasarkan Recency, Frequency, dan Monetary dengan K-Mean sClustering : Studi Kasus Toko Pakaian Almost Famous.

Gabriel R. D. Levrini, G. R. (2021). The Influence of Price on Purchase Intentions: Comparative Study between Cognitive, Sensory, and Neurophysiological Experiments. MDPI.

GoodStats Indonesia. (2025). Mayoritas orang Indonesia anggap fashion penting [Statistic].GoodStats.

Harum Amalun Nisa, N. F. (2013). Pengaruh Kepercayaan Merek, Switching Cost, Dan Kepuasan Konsumen Terhadap Loyalitas Konsumen ( Studi pada pengguna ponsel Nokia pada mahasiswa FISIP Universitas Diponegoro angkatan 2010 sampai 2012 ). DIPONEGORO JOURNAL OF SOCIAL AND POLITIC .

Indonesia, K. (2024). Diambil kembali dari Indonesian Chamber of Commerce and Industry: https://kadin.id/data-dan-statistik/umkm-indonesia/#

KADIN. (2024). UMKM INDONESIA. Diambil kembali dari https://kadin.id/data-danstatistik/umkm-indonesia/#: https://kadin.id/data-dan-statistik/umkm-indonesia/#

Nisa, H. A. (2013). Pengaruh Kepercayaan Merek, Switching Cost, Dan Kepuasan Konsumen Terhadap Loyalitas Konsumen ( Studi pada pengguna ponsel Nokia pada mahasiswa FISIP Universitas Diponegoro angkatan 2010 sampai 2012 ). Jurnal Ilmu Admisnistrasi Bisnis.

Olivia, H. (2025). Customer Segmentation in E-Commerce Using the RFM Model: A Case Study of E-Commerce Transaction Data (January 2009 – December 2011) From Kaggle. JURNAL PENDIDIKAN TAMBUSAI.

Putu Arya Abhirakshantu Mp, Y. S. (2025). Tingkat Customer Loyalty Pada Produk Fashion Online. Jurnal Keuangan dan Bisnis.

Rahmadeni, J. H. (2024). Customer Loyality Segmentation with RFM Model at PCP Cafe. Jurnal Ekonomika Dan Bisnis (JEBS).

Santika Devi, S. S. (2017). Pengaruh Store Atmosphere dan Kualitas Produk terhadap Kepuasan Pelanggan (Survei pada Pelanggan Cafe Otw Food Street Malang). Jurnal Administrasi Bisnis S1 Universitas Brawijaya.

Shinta Alda Yunita, E. N. (2024). Transformasi Umkm Pakaian Di Era Digital: Adaptasi Terhadap Budaya Ekonomi Masyarakat Majalengka Dalam Ekosistem E-Commerce (Studi Kasus Di Bantarujeg) . Jurnal Konsevasi dan Budaya.

Sopiah. (2013). The Effect of Organizational Culture . International Journal of Learning & Development

Wela Yusepa, A. K. (2024). Peran Competitive Advantagedalam Menarik Konsumen Di Pasar Lokal(Studi Pada Topshop Bandar Lampung). Jurnal Manajemen Bisnis Syariah




DOI: https://doi.org/10.37905/jrpi.v3i3.40634

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