Zebrafish have emerged as a powerful animal model for investigating the genetic basis of hematopoiesis. Owing to its close genetic and developmental similarities to humans, combined with its rapid reproduction and extensive genomic resources, zebrafish have become a versatile and efficient platform for genetic studies. In particular, the forward genetic screening approach has enabled the unbiased identification of novel genes and pathways related to blood development, from hematopoietic stem cell formation to terminal differentiation. Recent advances in mutant gene mapping have further expanded the scope of forward genetic screening, facilitating the identification of previously unknown genes and pathways relevant to hematopoiesis. In this review, we provide an overview of the zebrafish forward screening approach for hematopoietic gene discovery and highlight the key genes and pathways identified using this method. This review emphasizes the importance of zebrafish as a model system for understanding the genetic basis of hematopoiesis and its associated disorders. Zebrafish have been used as a model organism for studying how blood cells are formed since the 1960s due to their high reproduction rate, clear embryos, and diverse gene manipulation techniques. However, the methods to study the genes involved in this process have been limited. This study focuses on the use of forward genetic screening, a technique that introduces random genetic changes and observes their effects, to identify genes involved in hematopoiesis in zebrafish. The researchers used a combination of chemical mutagenesis and next-generation sequencing to identify and analyze these genes. The study identified numerous genes and pathways involved in various aspects of blood development, providing critical insights into the molecular mechanisms underlying hematopoiesis. These findings highlight the important genetic factors influencing blood cell formation and emphasize the crucial role of the caudal hematopoietic tissue niche in regulating blood cell formation.This summary was initially drafted using artificial intelligence, then revised and fact-checked by the author.