ProofPulse: E-commerce Momentum Engine

Merchants lose conversion confidence when dynamic social proof labels disappear during natural sales fluctuations, signaling a lack of demand to shoppers. ProofPulse automates intelligent scarcity and popularity signals using rolling transaction windows to maintain a high-trust storefront regardless of daily volume shifts.