Logistics & Freight

Published segment leaderboard

Logistics & Freight: How buyers choose in the Machine Relations Index

This leaderboard uses only the Logistics & Freight / How buyers choose segment denominator: 159 observed answer runs across 9 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs159

Segment-specific denominator. Not the overall domain denominator.

Run dates9

Release floor: 7 dates.

Observed domains296

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.

RankSourceSource roleCitation rateCited runsObserved runsRun dates
#1 of 296FreightWavesfreightwaves.comEditorial publication17.61%281599
#2 of 296locus.shlocus.shOther observed source12.58%201599
#3 of 296cargoez.comcargoez.comOther observed source11.95%191599
#4 of 296legacyscs.comlegacyscs.comOther observed source9.43%151599
#5 of 296redwoodlogistics.comredwoodlogistics.comOther observed source8.81%141599
#6 of 296guideflow.comguideflow.comOther observed source8.18%131599
#7 of 296lily.comlily.comOther observed source8.18%131599
#8 of 296vtm.comvtm.comOther observed source8.18%131599
#9 of 296saastransportation.comsaastransportation.comVendor-owned source6.92%111599
#10 of 296wifitalents.comwifitalents.comAnalyst and consulting research6.92%111599
#11 of 296zipdo.cozipdo.coAnalyst and consulting research6.92%111599
#12 of 296freightgate.comfreightgate.comOther observed source6.29%101599
#13 of 296roserocket.comroserocket.comOther observed source6.29%101599
#14 of 296wisor.aiwisor.aiVendor-owned source6.29%101599
#15 of 296cleverence.comcleverence.comOther observed source5.66%91599
#16 of 296ctlogistics.comctlogistics.comOther observed source5.66%91599
#17 of 296nextbillion.ainextbillion.aiOther observed source5.66%91599
#18 of 296atsinc.comatsinc.comOther observed source5.03%81599
#19 of 296dcvelocity.comdcvelocity.comOther observed source5.03%81599
#20 of 296gitnux.orggitnux.orgAnalyst and consulting research5.03%81599
#21 of 296ryder.comryder.comOther observed source5.03%81599
#22 of 296providencesolutions.ioprovidencesolutions.ioOther observed source4.40%71599
#23 of 296smc3.comsmc3.comOther observed source4.40%71599
#24 of 296tms.aitms.aiOther observed source4.40%71599
#25 of 296upperinc.comupperinc.comOther observed source4.40%71599
#26 of 296worldmetrics.orgworldmetrics.orgAnalyst and consulting research4.40%71599
#27 of 296cargoson.comcargoson.comOther observed source3.77%61599
#28 of 296ceopickz.comceopickz.comOther observed source3.77%61599
#29 of 296exspeedite.comexspeedite.comOther observed source3.77%61599
#30 of 296fleetworks.aifleetworks.aiOther observed source3.77%61599
#31 of 296racklify.comracklify.comOther observed source3.77%61599
#32 of 296ratevault.airatevault.aiOther observed source3.77%61599
#33 of 296cxtms.comcxtms.comOther observed source3.14%51599
#34 of 296freightender.comfreightender.comOther observed source3.14%51599
#35 of 296geodis.comgeodis.comOther observed source3.14%51599
#36 of 296gtbp.orggtbp.orgOther observed source3.14%51599
#37 of 296ibm.comibm.comVendor-owned source3.14%51599
#38 of 296item.comitem.comOther observed source3.14%51599
#39 of 296tallyfreight.comtallyfreight.comVendor-owned source3.14%51599
#40 of 296ustechautomations.comustechautomations.comOther observed source3.14%51599
#41 of 296agistix.comagistix.comOther observed source2.52%41599
#42 of 296argonandco.comargonandco.comOther observed source2.52%41599
#43 of 296canadacartage.comcanadacartage.comOther observed source2.52%41599
#44 of 296expeditedfreight.comexpeditedfreight.comOther observed source2.52%41599
#45 of 296gopenske.comgopenske.comOther observed source2.52%41599
#46 of 296inkl.cominkl.comOther observed source2.52%41599
#47 of 296liicornell.orgliicornell.orgOther observed source2.52%41599
#48 of 296nandc.comnandc.comOther observed source2.52%41599
#49 of 296pagecrawl.iopagecrawl.ioOther observed source2.52%41599
#50 of 296peaktransport.copeaktransport.coOther observed source2.52%41599
#51 of 296ratiq.ioratiq.ioOther observed source2.52%41599
#52 of 296rxo.comrxo.comOther observed source2.52%41599
#53 of 296sendfromchina.comsendfromchina.comOther observed source2.52%41599
#54 of 296shipperguide.comshipperguide.comOther observed source2.52%41599
#55 of 296tadedicated.comtadedicated.comOther observed source2.52%41599
#56 of 296tai-software.comtai-software.comVendor-owned source2.52%41599
#57 of 296tellsystems.comtellsystems.comOther observed source2.52%41599
#58 of 296transportmanagement.orgtransportmanagement.orgOther observed source2.52%41599
#59 of 296truckingdive.comtruckingdive.comEditorial publication2.52%41599
#60 of 296truxweb.comtruxweb.comOther observed source2.52%41599
#61 of 296atoship.comatoship.comOther observed source1.89%31599
#62 of 296brownintegratedlogistics.combrownintegratedlogistics.comOther observed source1.89%31599
#63 of 296cargowise.comcargowise.comOther observed source1.89%31599
#64 of 296ccjdigital.comccjdigital.comOther observed source1.89%31599
#65 of 296Container Newscontainer-news.comEditorial publication1.89%31599
#66 of 296directfleetdispatch.comdirectfleetdispatch.comOther observed source1.89%31599
#67 of 296drive4ats.comdrive4ats.comOther observed source1.89%31599
#68 of 296freehand.aifreehand.aiOther observed source1.89%31599
#69 of 296freightools.comfreightools.comOther observed source1.89%31599
#70 of 296freshplaza.comfreshplaza.comOther observed source1.89%31599
#71 of 296getitpicked.comgetitpicked.comOther observed source1.89%31599
#72 of 296lanesurf.comlanesurf.comOther observed source1.89%31599
#73 of 296LinkedInlinkedin.comCommunity and social platform1.89%31599
#74 of 296ljtsi.comljtsi.comOther observed source1.89%31599
#75 of 296nationalfreighthub.comnationalfreighthub.comOther observed source1.89%31599
#76 of 296nshift.comnshift.comOther observed source1.89%31599
#77 of 296nuevaflo.comnuevaflo.comOther observed source1.89%31599
#78 of 296onfleet.comonfleet.comOther observed source1.89%31599
#79 of 296optimaldynamics.comoptimaldynamics.comOther observed source1.89%31599
#80 of 296orderlycore.comorderlycore.comOther observed source1.89%31599
#81 of 296otrucking.comotrucking.comOther observed source1.89%31599
#82 of 296owlery.aiowlery.aiOther observed source1.89%31599
#83 of 296shiphype.comshiphype.comOther observed source1.89%31599
#84 of 296shipium.comshipium.comOther observed source1.89%31599
#85 of 296shiptli.comshiptli.comOther observed source1.89%31599
#86 of 296sigmadax.comsigmadax.comAnalyst and consulting research1.89%31599
#87 of 296techdinamics.comtechdinamics.comOther observed source1.89%31599
#88 of 296tradetech.nettradetech.netOther observed source1.89%31599
#89 of 296transportify.com.phtransportify.com.phOther observed source1.89%31599
#90 of 296truckdispatchexperts.comtruckdispatchexperts.comOther observed source1.89%31599
#91 of 296truckinginfo.comtruckinginfo.comOther observed source1.89%31599
#92 of 296vektortms.comvektortms.comOther observed source1.89%31599
#93 of 296vpd.euvpd.euOther observed source1.89%31599
#94 of 2963plogistics.com3plogistics.comAnalyst and consulting research1.26%21599
#95 of 296Air Cargo Newsaircargonews.netEditorial publication1.26%21599
#96 of 296allpronow.netallpronow.netOther observed source1.26%21599
#97 of 296amazonaws.comamazonaws.comOther observed source1.26%21599
#98 of 296axiobench.comaxiobench.comAnalyst and consulting research1.26%21599
#99 of 296breakthroughfuel.combreakthroughfuel.comOther observed source1.26%21599
#100 of 296cargavo.comcargavo.comMarket and company database1.26%21599

Showing the first 100 rows from 296 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Logistics & Freight / How buyers choose: 296 observed source domains in the leaderboard, measured on 159 observed runs across 9 distinct run dates, 2026-05-10 to 2026-11-09. Release mri_score_v2.1+2026-11-09+d7ef5411c915. https://machinerelations.ai/index/categories/logistics-freight/how_choose. CC BY 4.0.
APA
Parrott, J. (2026). Logistics & Freight / How buyers choose in the Machine Relations Index (Version mri_score_v2.1+2026-11-09+d7ef5411c915) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/logistics-freight/how_choose https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrilogisticsfreighthowchoose,
  author = {Parrott, Jaxon},
  title = {Logistics \& Freight / How buyers choose in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-11-09+d7ef5411c915},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/categories/logistics-freight/how_choose},
  doi = {10.5281/zenodo.23652423},
  license = {CC-BY-4.0},
  note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}

CITATION.cff

Release and boundary

What this segment measures

Published November 9, 2026. The observation window runs May 10, 2026 to November 9, 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.

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