LLM shipper agents in a capacity-constrained freight market concentrate demand on one carrier on day one, and disclosing remaining carrier capacity is the one platform intervention that reliably cuts concentration and raises shipper surplus.
European Journal of Operational Research 312, 227–239
1 Pith paper cite this work, alongside 21 external citations. Polarity classification is still indexing.
1
Pith paper citing it
21
external citations · OpenAlex
fields
physics.soc-ph 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
When Shippers Become Algorithms: Candidate Exposure, Information Design, and the Concentration of LLM-Mediated Freight Markets
LLM shipper agents in a capacity-constrained freight market concentrate demand on one carrier on day one, and disclosing remaining carrier capacity is the one platform intervention that reliably cuts concentration and raises shipper surplus.