Budiarti, A., Cahayaning Ramadhani, Y. and Kumala, D. (2026) “The Influence of Agile Digital Marketing Capabilities and Personalized CRM on Customer Loyalty in the E-Commerce at UMKM BATIK Surabaya”, Kontigensi : Jurnal Ilmiah Manajemen, 14(1), pp. 239-256. doi: 10.56457/jimk.v14i1.955.