Study This explore utilization chatbot based Artificial Intelligence (AI) in digital marketing in snack SMEs typical Sumenep Madura which has start adopt technology the However Not yet optimize its use . Through approach qualitative with technique interviews , observations , and documentation , as well as data analysis using NVivo 15 , research This find that chatbot utilized For respond consumer through social media and e-commerce platforms , but its function Still limited to services basis . MSME actors feel a number of benefit like efficiency time , increase speed response , and convenience service customers , but faced with obstacles in the form of low digital literacy , limitations device , instability network , as well as various problem technical aspects of chatbots . In addition , concerns related costs , needs adaptation technology and resistance to change participate influence optimization utilization Chatbot . Consumers and employees hope chatbot features capable give recommendation more personal and interactive products , while MSMEs require integration more systems flexible and appropriate with context local . With thus , chatbot based AI own potential significant For strengthening the digital marketing strategy of snack MSMEs typical Sumenep Madura, however required improvement digital literacy , support more technology adaptive , as well as development aligned features with characteristics business small in area the .
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