The development of digital technology has driven a significant transformation in consumer shopping behavior, primarily through e-commerce platforms. This study analyzes the influence of Shopee PayLater, Cash on Delivery (COD), and return of goods features on consumer purchasing interest in Asahan Regency. This study uses a quantitative approach with a survey technique. Data were obtained from 100 respondents through an online questionnaire based on a Likert scale and analyzed using multiple linear regression. The results showed that the return of goods feature significantly influences purchasing interest (sig. = 0.000), followed by the PayLater feature (sig. = 0.008). Meanwhile, the COD feature did not show a significant effect (sig. = 0.156). The Adjusted R Square value of 0.536 indicates that the three features can explain 53.6% of the variation in consumer purchasing interest. This finding shows that consumer perceptions of after-sales service and payment flexibility are key factors in purchasing decisions. This study provides strategic implications for e-commerce platform managers, especially Shopee, in developing service features that are more adaptive to the needs and behavior of digital consumers. The study also recommends testing other variables such as product quality, promotions, and customer reviews in further studies.
                        
                        
                        
                        
                            
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