A global genomic survey of infant gut bifidobacteria shows that B. infantis remains highly prevalent and diverse in infants from low- and middle-income countries but scarce in Western, industrialized populations and poorly represented in current probiotics. This genomic and culture collection catalogs geo-specific B. infantis strains and provides a blueprint for developing probiotics tailored to local diets and populations to support infant health.