The mathematical impossibility of guaranteed high returns in Decentralized Finance (DeFi) parallels the systemic fallacy of guaranteed ROI in uncalibrated digital marketing. High-yield promises in liquidity pools often ignore underlying volatility decay and tail-risk exposure. In the Bengaluru automotive sector, chasing “viral” engagement without systemic integration is the digital equivalent of a liquidity trap. Market