Published rates describe the market, not the margin inside it
A market and competitive intelligence team followed freight brokerage, the business that sits between shippers who need goods moved and the carriers who move them. Published spot and contract rates were easy to see. The spread between them was not: it is negotiated account by account, and it moves with relationships, service commitments and capacity held for a customer. The spread is where a brokerage earns, and the team needed to know whether it would hold through a turn in the market.
Competitor analysis built on published rates describes the environment, not how anybody earns inside it. The people who can describe that are the operators who set the spread, the shippers who negotiate against it, and the carrier managers who accept or refuse it.
We put the same questions to all three sides
We ran AI moderated calls with former brokerage operators, former shippers and former carrier managers. The guide was built around the negotiation rather than the rate, so the same questions reached the desk that sets the spread, the shipper who negotiates against it, and the carrier manager who accepts or refuses it. The moderator asked follow ups live wherever an answer needed opening up.
Spread behavior varies by lane, the route a load runs, and by account, so the study was built for coverage rather than depth, and the lanes covered were the ones the category turns on. Because the team meant to repeat the read as rates move, sourcing also identified seats worth going back to. Every expert cleared our compliance framework.
The team learned where the spread stops holding
The calls confirmed the team’s working view of how the spread is earned, and went further: they set out the conditions under which it would stop holding. Only people who had quoted an account under pressure could say where those thresholds sat.
The team now repeats the read as rates move. Because the questions stay the same, each pass takes less scoping than the one before, and the comparison between readings is what the team circulates internally rather than any single reading.
