Fake online reviews have become a pervasive problem in the digital economy. Recognizing the gravity of this issue, the Bureau of Indian Standards (BIS), in collaboration with the Department of Consumer Affairs, has spearheaded an initiative to curb fake reviews on e-commerce platforms.