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We characterize the association between engagement in care and durable viral suppression among persons newly diagnosed with HIV infection. Persons newly diagnosed with HIV with unsuppressed viral loads when they initiated care at one of six HIV clinics in the US were observed for up to 24 months. We describe the percentage who achieved durable viral suppression and number of days to achieve durable viral suppression. These outcomes were examined by the proportion of scheduled primary care appointments kept and demographic variables. Overall, 62% of patients achieved durable viral suppression and it took 174 days for 50% of patients to reach the beginning of the event. As the proportion of kept medical appointments increased, the proportion who achieved durable viral suppression increased, with 84% of patients who kept >75% of their appointments achieving the outcome. Higher adherence to appointments shortened the time to the beginning of durable viral suppression. Age, race/ethnicity, and risk factor for acquiring HIV infection were correlated with the outcomes. Adherence to primary care appointments is strongly associated with achieving durable viral suppression in persons newly diagnosed with HIV. Identifying and addressing patient barriers and unmet needs may increase the number who achieve durable viral suppression.