In poultry farming, mating methods are essential for ensuring genetic diversity and optimizing productivity. The primary methods of mating in poultry include natural mating, artificial insemination, and controlled mating. Natural mating involves the traditional method where male chickens (roosters) mate with female chickens (hens) within the flock. This method is simple and does not require additional equipment or technical knowledge. Roosters mate freely with hens, and fertilization occurs naturally. The main advantage of natural mating is that it is cost-effective and easy to manage, especially for small-scale poultry farmers. Furthermore, it allows for the development of natural instincts in birds, which can result in more robust and healthier offspring. However, natural mating also has its limitations. It is less efficient in terms of controlling genetic traits, as there is no precise way to select specific males for breeding. Additionally, it may lead to inbreeding if not managed properly, reducing the genetic diversity and health of the flock over time. Artificial insemination (AI) is a more controlled method where semen from a rooster is collected, processed, and then injected into a hen's reproductive tract. This method is particularly useful for large-scale commercial poultry farming, where specific