CrediTrust: Buyer Confidence Engine

Sellers on marketplaces struggle to vet buyers who have no feedback yet have been members for years, leading to uncertainty about transaction risk. CrediTrust aggregates verified purchase activity, payment patterns, and alternative reputation signals to compute a real‑time buyer credibility score, enabling sellers to make informed decisions without relying solely on feedback.