Dietary selection is a fundamental behavioral trait observed across the animal kingdom, influenced by a multitude of factors. This behavior plays a crucial role in ecological interactions and is intricately linked to genetic evolution.The variation in dietary preferences, as a key evolutionary characteristic, has played a significant role in the adaptation of animal species and is considered a fundamental driver of biodiversity. Mammals, known for their diverse dietary adaptations and associated phenotypic, genomic, and macrobiotic changes, offer valuable insights into the evolutionary dynamics of dietary habits. Recent advancements in genomic sequencing, DNA metabarcoding, stable isotope analysis, and macromolecular genomics have shed light on the intricate interplay between internal and external factors that shape mammalian dietary evolution. These discoveries have significantly enhanced our comprehension of the impact of dietary shifts on animal adaptation and speciation. This paper aims to synthesize previous research findings, focusing on environmental fluctuations, genetic regulation, and gut microbiota, to systematically explore the crucial factors influencing the evolutionary trajectory of dietary habits in