The PrEP-Index is a psychometrically valid and reliable scale that demonstrates potential utility in identifying individuals at elevated risk of falling out of PrEP care by 6 months, the time point by which the majority of PrEP discontinuations occur. The PrEP-Index could be a useful clinical prognostic tool to allow for efficient resource targeting by clinics to improve engagement in PrEP care.