For decades, the freight industry has leaned heavily on compliance data and opaque reputation systems, leaving carriers, brokers, and shippers with little visibility into actual service quality. Reviews often sat behind paywalls, skewed negative, or lacked validation altogether, making it difficult to separate reliable partners from unreliable ones. Today, the vast majority of trucking remains…