Modern freight matching is weighted ranking, not magic. Typical inputs include delivery performance, active authority, insurance certificate status (limits, cargo, expiration), safety signals tied to the DOT or MC, lane fit and equipment type, and fraud risk such as ghost carriers and double-brokering.
On the carrier side, AI tools on boards like DAT and Truckstop score loads by position, deadhead, equipment, and broker reliability — so dispatchers review ranked options instead of scrolling for hours. ATRI's 2025 update reported average empty miles of 16.7%, while its 2026 update reports an industry-average operating cost of $2.336 per mile for 2025. Every filtered tender and empty mile is real money.
On the broker side, AI covering tools score carrier replies on trust (FMCSA authority, insurance, inspections, fraud), rate-versus-market, lane history, and speed — then surface a short list. Below the trust floor, you never appear. Expired cert or cargo limit too low? You are already filtered out.