Brands adopting DeepSeek's technology report increased efficiency and user engagement. The impact on customer satisfaction scores is striking, as AI-powered chatbots can respond instantly to inquiries, handle FAQs, and streamline interactions. For instance, users praised DeepSeek’s capabilities during its 
R1 and 
V3 phases—resulting in broader adoption across various sectors including healthcare, education, and e-commerce. According to an article published by the 
South China Morning Post, the platform has proven to be instrumental in delivering precise insights and data analysis.