One of the main challenges is achieving the same aesthetic qualities as lead-based glazes. Artists and manufacturers seek vibrant colors and smooth finishes, which can be difficult to replicate without lead. Additionally, the cost of raw materials for lead free alternatives can be higher, impacting the cost-effectiveness of production.