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Abstract Long‐lasting vaginal dosage forms could improve the therapeutic efficacy of vaginal microbicides, but achieving long‐term delivery to the vaginal canal has been a significant challenge. To advance understanding of vaginal dosage retention and biodistribution, we describe a method of noninvasive imaging with 89Zr‐labeled bioadhesive nanoparticles (BNPs) in non‐human primates. We additionally examined the safety of repeated BNP application. BNPs administered vaginally to cynomolgus monkeys were still detected after 24 h (1.7% retention) and 120 h (0.1% retention). BNPs did not translocate to the uterus or into systemic circulation. Analysis of inflammatory biomarkers in the vaginal fluid and plasma suggest that BNPs are safe and biocompatible, even after multiple doses. BNPs are a promising delivery vehicle for vaginally administered therapeutics. Further studies using the non‐human primate imaging materials and methods developed here could help advance clinical translation of BNPs and other long‐lasting vaginal dosage forms.