The intricate ecosystem of microorganisms residing within and on the human body, collectively known as the microbiome, significantly influences human health. Imbalances in this microbiome, referred to as dysbiosis, have been associated with various diseases, prompting the exploration of novel therapeutic approaches. Personalized medicine, Tailors treatments to individual patient characteristics, offers a promising avenue for addressing microbiome-related health issues. This review highlights recent developments in utilizing personalized medicine to target the microbiome, aiming to enhance health outcomes. Noteworthy strategies include fecal microbiota transplantation (FMT), where healthy donor microbes are transferred to patients, showing promise in treating conditions such as recurrent Clostridium difficile infection. Additionally, probiotics, which are live microorganisms similar to beneficial gut inhabitants, and prebiotics, non-digestible compounds promoting microbial growth, are emerging as tools to restore microbiome balance. The integration of these approaches, known as synbiotics, enhances microbial colonization and therapeutic effects. Advances in metagenomics and sequencing technologies provide the means to understand individual microbiome profiles, enabling tailored interventions. This paper aims to present the latest insights in leveraging personalized medicine to address microbiome-related health concerns, envisioning a future where microbiome-based therapies reshape disease management and promote human health.