Women who joined InstaHelp for a promised ₹25,000 income say deductions, ratings-linked penalties and longer hours have lowered earnings instead. Workers allege opaque pay structures and unstable conditions, while experts say the case raises wider questions on gig work protections, accountability and whether digital platforms are formalising labour.