Aspiring smallholder poultry farmers must understand that broiler, layer and noiler farming are distinct business models with different capital requirements, risk levels and market dynamics. The choice between raising broilers, layers or noilers depends on several critical factors, including financial capacity, investment goals, market demand, risk tolerance and the amount of time a farmer can []