In the Fair Observer's Economics & Finance Section, March 24, 2026. Online money advice has become a parallel financial system, shaped by incentives that reward certainty, urgency and hype. Studies of crypto-influencers, official fraud data and recent deepfake cases show how quickly falsehoods can translate into losses and volatility. Verification must become a daily habit inside the feed, not an afterthought.