Evidence floor met in this release.
Published segment leaderboard
Logistics & Freight: Comparisons in the Machine Relations Index
This leaderboard uses only the Logistics & Freight / Comparisons segment denominator: 136 observed answer runs across 8 dates.
Segment-specific denominator. Not the overall domain denominator.
Release floor: 7 dates.
Only released domains with evidence in this exact segment.
Leaderboard
Segment-specific cited sources
Rates, runs and rank are the producer's segment-specific values. Overall domain rates and engine breadth are not used as category rates.
| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates |
|---|---|---|---|---|---|---|
| #1 of 190 | Chrobinson.comchrobinson.com | Other observed source | 36.03% | 49 | 136 | 8 |
| #2 of 190 | Atsinc.comatsinc.com | Other observed source | 22.06% | 30 | 136 | 8 |
| #3 of 190 | Traffix.comtraffix.com | Other observed source | 19.12% | 26 | 136 | 8 |
| #4 of 190 | LinkedInlinkedin.com | Community and social platform | 16.91% | 23 | 136 | 8 |
| #5 of 190 | Theamericantruck.comtheamericantruck.com | Other observed source | 16.91% | 23 | 136 | 8 |
| #6 of 190 | Emergemarket.comemergemarket.com | Other observed source | 15.44% | 21 | 136 | 8 |
| #7 of 190 | G10fulfillment.comg10fulfillment.com | Other observed source | 15.44% | 21 | 136 | 8 |
| #8 of 190 | Tbrothers.comtbrothers.com | Other observed source | 11.76% | 16 | 136 | 8 |
| #9 of 190 | Spotinc.comspotinc.com | Other observed source | 8.09% | 11 | 136 | 8 |
| #10 of 190 | FreightWavesfreightwaves.com | Editorial publication | 6.62% | 9 | 136 | 8 |
| #11 of 190 | Truckstop.comtruckstop.com | Other observed source | 6.62% | 9 | 136 | 8 |
| #12 of 190 | Goltl.iogoltl.io | Other observed source | 5.88% | 8 | 136 | 8 |
| #13 of 190 | Veriha.comveriha.com | Other observed source | 5.88% | 8 | 136 | 8 |
| #14 of 190 | Wsinc.comwsinc.com | Other observed source | 5.88% | 8 | 136 | 8 |
| #15 of 190 | Bridgetowntrucking.combridgetowntrucking.com | Other observed source | 5.15% | 7 | 136 | 8 |
| #16 of 190 | Connect Express LLCconnectexpressllc.com | Other observed source | 5.15% | 7 | 136 | 8 |
| #17 of 190 | Freightsimple.comfreightsimple.com | Other observed source | 5.15% | 7 | 136 | 8 |
| #18 of 190 | Inteklogistics.cominteklogistics.com | Other observed source | 5.15% | 7 | 136 | 8 |
| #19 of 190 | Redwoodlogistics.comredwoodlogistics.com | Other observed source | 5.15% | 7 | 136 | 8 |
| #20 of 190 | Stateslogistics.comstateslogistics.com | Other observed source | 5.15% | 7 | 136 | 8 |
| #21 of 190 | Myfreightworld.commyfreightworld.com | Other observed source | 4.41% | 6 | 136 | 8 |
| #22 of 190 | Shipperguide.comshipperguide.com | Other observed source | 4.41% | 6 | 136 | 8 |
| #23 of 190 | Trailerbridge.comtrailerbridge.com | Other observed source | 4.41% | 6 | 136 | 8 |
| #24 of 190 | Transporeon.comtransporeon.com | Other observed source | 4.41% | 6 | 136 | 8 |
| #25 of 190 | Wearewarp.comwearewarp.com | Other observed source | 4.41% | 6 | 136 | 8 |
| #26 of 190 | Aar.orgaar.org | Other observed source | 3.68% | 5 | 136 | 8 |
| #27 of 190 | Brownintegratedlogistics.combrownintegratedlogistics.com | Other observed source | 3.68% | 5 | 136 | 8 |
| #28 of 190 | Freightfa.comfreightfa.com | Other observed source | 3.68% | 5 | 136 | 8 |
| #29 of 190 | Revolutiontrucking.comrevolutiontrucking.com | Other observed source | 3.68% | 5 | 136 | 8 |
| #30 of 190 | Shiptify.comshiptify.com | Other observed source | 3.68% | 5 | 136 | 8 |
| #31 of 190 | Varstaralliance.comvarstaralliance.com | Other observed source | 3.68% | 5 | 136 | 8 |
| #32 of 190 | Yahoo Newsyahoo.com | Editorial publication | 3.68% | 5 | 136 | 8 |
| #33 of 190 | Arcb.comarcb.com | Vendor-owned source | 2.94% | 4 | 136 | 8 |
| #34 of 190 | Congress.govcongress.gov | Academic and government source | 2.94% | 4 | 136 | 8 |
| #35 of 190 | Dtsone.comdtsone.com | Other observed source | 2.94% | 4 | 136 | 8 |
| #36 of 190 | Inboundlogistics.cominboundlogistics.com | Other observed source | 2.94% | 4 | 136 | 8 |
| #37 of 190 | Kopflogisticsgroup.comkopflogisticsgroup.com | Other observed source | 2.94% | 4 | 136 | 8 |
| #38 of 190 | Migway.commigway.com | Other observed source | 2.94% | 4 | 136 | 8 |
| #39 of 190 | Schneider.comschneider.com | Other observed source | 2.94% | 4 | 136 | 8 |
| #40 of 190 | Shipit.comshipit.com | Other observed source | 2.94% | 4 | 136 | 8 |
| #41 of 190 | Transvirtual.comtransvirtual.com | Other observed source | 2.94% | 4 | 136 | 8 |
| #42 of 190 | YouTubeyoutube.com | Search or media platform | 2.94% | 4 | 136 | 8 |
| #43 of 190 | Ziplinelogistics.comziplinelogistics.com | Other observed source | 2.94% | 4 | 136 | 8 |
| #44 of 190 | Artarail.comartarail.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #45 of 190 | Badgerlogistics.combadgerlogistics.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #46 of 190 | Bluebookservices.combluebookservices.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #47 of 190 | Container Newscontainer-news.com | Editorial publication | 2.21% | 3 | 136 | 8 |
| #48 of 190 | Cowtownlogistics.comcowtownlogistics.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #49 of 190 | Cxtms.comcxtms.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #50 of 190 | Edf.orgedf.org | Other observed source | 2.21% | 3 | 136 | 8 |
| #51 of 190 | Freightsidekick.comfreightsidekick.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #52 of 190 | Iowadot.goviowadot.gov | Academic and government source | 2.21% | 3 | 136 | 8 |
| #53 of 190 | Railgateway.carailgateway.ca | Other observed source | 2.21% | 3 | 136 | 8 |
| #54 of 190 | Shiptli.comshiptli.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #55 of 190 | Supply Chain Desksupplychaindesk.com | Editorial publication | 2.21% | 3 | 136 | 8 |
| #56 of 190 | Targetfmi.comtargetfmi.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #57 of 190 | Tcgenterprise.comtcgenterprise.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #58 of 190 | Trains.comtrains.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #59 of 190 | Uberfreight.comuberfreight.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #60 of 190 | Uspto.govuspto.gov | Academic and government source | 2.21% | 3 | 136 | 8 |
| #61 of 190 | Victorytrucks.comvictorytrucks.com | Other observed source | 2.21% | 3 | 136 | 8 |
| #62 of 190 | Wowktv.comwowktv.com | Vendor-owned source | 2.21% | 3 | 136 | 8 |
| #63 of 190 | Amazon.comamazon.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #64 of 190 | Apec.orgapec.org | Other observed source | 1.47% | 2 | 136 | 8 |
| #65 of 190 | Benzingabenzinga.com | Editorial publication | 1.47% | 2 | 136 | 8 |
| #66 of 190 | Dat.comdat.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #67 of 190 | Dot.govdot.gov | Academic and government source | 1.47% | 2 | 136 | 8 |
| #68 of 190 | FleetOwnerfleetowner.com | Editorial publication | 1.47% | 2 | 136 | 8 |
| #69 of 190 | Floridarail.comfloridarail.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #70 of 190 | Fmicanada.comfmicanada.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #71 of 190 | Freightwisellc.comfreightwisellc.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #72 of 190 | Hl.comhl.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #73 of 190 | Hubspotusercontent-na1.nethubspotusercontent-na1.net | Other observed source | 1.47% | 2 | 136 | 8 |
| #74 of 190 | Insidelogistics.cainsidelogistics.ca | Other observed source | 1.47% | 2 | 136 | 8 |
| #75 of 190 | Insightsourcing.cominsightsourcing.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #76 of 190 | Investing.cominvesting.com | Editorial publication | 1.47% | 2 | 136 | 8 |
| #77 of 190 | Jackcooper.comjackcooper.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #78 of 190 | Joc.comjoc.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #79 of 190 | Loadsmart.comloadsmart.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #80 of 190 | Logos3pl.comlogos3pl.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #81 of 190 | Maersk.commaersk.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #82 of 190 | Mangumsinc.commangumsinc.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #83 of 190 | Midamericafreight.orgmidamericafreight.org | Other observed source | 1.47% | 2 | 136 | 8 |
| #84 of 190 | Msc.commsc.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #85 of 190 | Partnership.compartnership.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #86 of 190 | Prosponsive.comprosponsive.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #87 of 190 | Railwayage.comrailwayage.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #88 of 190 | Rxo.comrxo.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #89 of 190 | Shipexlogistics.comshipexlogistics.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #90 of 190 | Srtrucking.casrtrucking.ca | Other observed source | 1.47% | 2 | 136 | 8 |
| #91 of 190 | Stbfreight.comstbfreight.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #92 of 190 | Supplychaindive.comsupplychaindive.com | Editorial publication | 1.47% | 2 | 136 | 8 |
| #93 of 190 | Theconveyco.comtheconveyco.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #94 of 190 | Truckcodex.comtruckcodex.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #95 of 190 | Truckfirstclass.comtruckfirstclass.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #96 of 190 | Truckingdive.comtruckingdive.com | Editorial publication | 1.47% | 2 | 136 | 8 |
| #97 of 190 | Unisco.comunisco.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #98 of 190 | Uship.comuship.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #99 of 190 | Weberlogistics.comweberlogistics.com | Other observed source | 1.47% | 2 | 136 | 8 |
| #100 of 190 | Znationtransport.comznationtransport.com | Other observed source | 1.47% | 2 | 136 | 8 |
Showing the first 100 rows from 190 observed domains.
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Logistics & Freight / Comparisons: 190 observed source domains in the leaderboard, measured on 136 observed runs across 8 distinct run dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/logistics-freight/x_vs_y. CC BY 4.0.Parrott, J. (2026). Logistics & Freight / Comparisons in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/logistics-freight/x_vs_y https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mrilogisticsfreightxvsy,
author = {Parrott, Jaxon},
title = {Logistics \& Freight / Comparisons in the Machine Relations Index},
year = {2026},
version = {mri\_score\_v2.1+2026-11-02+f9aaeca0db15},
publisher = {Machine Relations Research},
url = {https://machinerelations.ai/index/categories/logistics-freight/x_vs_y},
doi = {10.5281/zenodo.23652423},
license = {CC-BY-4.0},
note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}Release and boundary
What this segment measures
Published November 2, 2026. The observation window runs May 10, 2026 to November 2, 2026. Methodology v2.1.
MRI measures observed root-domain citations inside monitored prompts. Segment rates are conditional on this sample and do not claim recommendation quality, traffic, placement availability, or commercial performance.