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Introduction In the personal care industry, developing products that target or affect the skin, scalp, vaginal, and oral microbiome requires robust scientific validation that meets both biological and regulatory standards. While in vitro  (laboratory) testing provides valuable preliminary data, they cannot fully replicate the complex interactions occurring in the human body. Clinical testing in human subjects on the other hand captures the dynamic interactions between microbi