Makeup, fragrances, creams, and lotions are all part of the personal care and cosmetics sector. The global beauty and cosmetics sector is thought to lose more than $5 billion a year as a result of counterfeiting. In addition to diluting a brand and damaging its reputation, counterfeit goods in this market category can seriously endanger consumers' health since they may include dangerous substances including lead, arsenic, beryllium, and cadmium, which have been connected to eczema and cancer. Despite the fact that the United States has seen a significant number of seizures of counterfeit cosmetics and personal care items, the magnitude of online counterfeiting necessitates both online and offline brand monitoring.