Biotin is a cofactor responsible for carbon dioxide transfer in several carboxylase enzymes, which play a significant role in various metabolic reactions such as fatty acid synthesis, branched chain amino acid catabolism, and gluconeogenesis. Biotin is also involved in citric acid cycle, which is the process of biochemical energy generation during aerobic respiration. Though the function of biotin in the growth of algae has been extensively investigated, little is known about the biosynthetic routes of biotin in the algal kingdom. In the present study, 44 biotin biosynthesis-related genes were identified from 14 eukaryotic photosynthetic algal genomes by BLASTP and TBLASN programs. A comprehensive analysis was performed to characterize distribution, phylogeny, structure domains, and coevolution patterns of those genes. Forty-four biotin biosynthesis-related enzymes (BBREs) were found to be distributed in three groups: 7-keto-8-aminopelargonic acid synthase, diaminopelargonic acid synthase/dethiobiotin synthetase, and biotin synthase. Structure domains were considerably conserved among the subfamilies of BBREs. The intramolecular coevolutionary sites are widely distributed in biotin synthase. The present study provides new insights into the origin and evolution of biotin biosynthetic pathways in eukaryotic photosynthetic algae. Furthermore, the characterization of biotin biosynthesis-related genes from algae will promote the identification and functional studies of BBREs.