Introduction The pursuit of sustainable beauty has become a pressing concern for Gen Z, with 75% of 18-24-year-olds considering environmental impact when making purchasing decisions. However, the rising demand for eco-friendly skincare products has led to a proliferation of “greenwashed” products, making it challenging for consumers to navigate the market. Existing methods of identifying sustainable…