Plants synthesize a huge array of metabolites that contribute to adaptation to various environments. Recently, it has been revealed that these plant specialized metabolites (PSMs) shape and modulate the rhizosphere microbiota, which play important roles in plant growth and fitness. This review summarizes the roles of PSMs in the interactions with microbiota analyzed by the methods of direct application of PSMs to soil and discusses perspectives in this research field.