Logistics & Freight

Published segment leaderboard

Logistics & Freight: Best tools in the Machine Relations Index

This leaderboard uses only the Logistics & Freight / Best tools segment denominator: 182 observed answer runs across 10 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs182

Segment-specific denominator. Not the overall domain denominator.

Run dates10

Release floor: 7 dates.

Observed domains278

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 278mycarrier.iomycarrier.ioOther observed source14.84%2718210
#2 of 278softwareadvice.comsoftwareadvice.comOther observed source14.29%2618210
#3 of 278wearewarp.comwearewarp.comOther observed source14.29%2618210
#4 of 278locus.shlocus.shOther observed source13.74%2518210
#5 of 278suitefleet.comsuitefleet.comOther observed source13.74%2518210
#6 of 278princetontmx.comprincetontmx.comOther observed source13.19%2418210
#7 of 278guideflow.comguideflow.comOther observed source12.09%2218210
#8 of 278G2g2.comMarket and company database11.54%2118210
#9 of 278inteklogistics.cominteklogistics.comOther observed source10.44%1918210
#10 of 278atsinc.comatsinc.comOther observed source9.89%1818210
#11 of 278capterra.comcapterra.comMarket and company database9.89%1818210
#12 of 278selecthub.comselecthub.comOther observed source9.34%1718210
#13 of 278pcssoft.compcssoft.comOther observed source8.79%1618210
#14 of 278cargoson.comcargoson.comOther observed source7.69%1418210
#15 of 278gofreight.comgofreight.comOther observed source7.69%1418210
#16 of 278shipsims.comshipsims.comOther observed source7.69%1418210
#17 of 278badgerlogistics.combadgerlogistics.comOther observed source7.14%1318210
#18 of 278erpresearch.comerpresearch.comMarket and company database7.14%1318210
#19 of 278FreightWavesfreightwaves.comEditorial publication7.14%1318210
#20 of 278gartner.comgartner.comAnalyst and consulting research7.14%1318210
#21 of 278worldmetrics.orgworldmetrics.orgAnalyst and consulting research7.14%1318210
#22 of 278elogii.comelogii.comOther observed source6.59%1218210
#23 of 278Transport Topicsttnews.comEditorial publication6.59%1218210
#24 of 278Carrier Atlascarrieratlas.comEditorial publication5.49%1018210
#25 of 278legendtms.comlegendtms.comOther observed source5.49%1018210
#26 of 278softwareconnect.comsoftwareconnect.comOther observed source5.49%1018210
#27 of 278freightpop.comfreightpop.comVendor-owned source4.95%918210
#28 of 278gitnux.orggitnux.orgAnalyst and consulting research4.95%918210
#29 of 278inboundlogistics.cominboundlogistics.comOther observed source4.95%918210
#30 of 278instant-rates.cominstant-rates.comOther observed source4.95%918210
#31 of 278loadsmart.comloadsmart.comOther observed source4.95%918210
#32 of 278altexsoft.comaltexsoft.comOther observed source4.40%818210
#33 of 278freightwisellc.comfreightwisellc.comOther observed source4.40%818210
#34 of 278project44.comproject44.comOther observed source4.40%818210
#35 of 278torquetms.comtorquetms.comOther observed source4.40%818210
#36 of 278zipdo.cozipdo.coAnalyst and consulting research4.40%818210
#37 of 278cargoez.comcargoez.comOther observed source3.85%718210
#38 of 278FreightCaviarfreightcaviar.comEditorial publication3.85%718210
#39 of 278geotab.comgeotab.comOther observed source3.85%718210
#40 of 278hashmicro.comhashmicro.comOther observed source3.85%718210
#41 of 278homebusinessmag.comhomebusinessmag.comEditorial publication3.85%718210
#42 of 278LinkedInlinkedin.comCommunity and social platform3.85%718210
#43 of 278Slashdotslashdot.orgEditorial publication3.85%718210
#44 of 278statwharf.comstatwharf.comOther observed source3.85%718210
#45 of 278Container Newscontainer-news.comEditorial publication3.30%618210
#46 of 278dashdoc.comdashdoc.comOther observed source3.30%618210
#47 of 278dispatchpal.comdispatchpal.comOther observed source3.30%618210
#48 of 278getapp.comgetapp.comOther observed source3.30%618210
#49 of 278loadconnect.ioloadconnect.ioOther observed source3.30%618210
#50 of 278Supply Chain Desksupplychaindesk.comEditorial publication3.30%618210
#51 of 278turvo.comturvo.comOther observed source3.30%618210
#52 of 278uberfreight.comuberfreight.comOther observed source3.30%618210
#53 of 278viewpointanalysis.comviewpointanalysis.comMarket and company database3.30%618210
#54 of 278YouTube (only pages not mapped to a channel or publication)youtube.comSearch or media platform3.30%618210
#55 of 278descartes.comdescartes.comOther observed source2.75%518210
#56 of 278foodlogistics.comfoodlogistics.comOther observed source2.75%518210
#57 of 278fynd.comfynd.comVendor-owned source2.75%518210
#58 of 278locate2u.comlocate2u.comOther observed source2.75%518210
#59 of 278mobisoftinfotech.commobisoftinfotech.comOther observed source2.75%518210
#60 of 278oracle.comoracle.comVendor-owned source2.75%518210
#61 of 278rankite.comrankite.comOther observed source2.75%518210
#62 of 278ryder.comryder.comOther observed source2.75%518210
#63 of 278sap.comsap.comOther observed source2.75%518210
#64 of 278shipsy.aishipsy.aiOther observed source2.75%518210
#65 of 278Solutions Reviewsolutionsreview.comOther observed source2.75%518210
#66 of 278supplywolf.comsupplywolf.comOther observed source2.75%518210
#67 of 278unsustainablemagazine.comunsustainablemagazine.comOther observed source2.75%518210
#68 of 278wifitalents.comwifitalents.comAnalyst and consulting research2.75%518210
#69 of 278bigrigbase.combigrigbase.comOther observed source2.20%418210
#70 of 278capterra.co.ukcapterra.co.ukOther observed source2.20%418210
#71 of 278exafol.comexafol.comOther observed source2.20%418210
#72 of 278ExportNest Hubexportnesthub.comEditorial publication2.20%418210
#73 of 278getafreightquote.comgetafreightquote.comOther observed source2.20%418210
#74 of 278manh.commanh.comOther observed source2.20%418210
#75 of 278mordorintelligence.commordorintelligence.comMarket and company database2.20%418210
#76 of 278premierss.compremierss.comOther observed source2.20%418210
#77 of 278qad.comqad.comOther observed source2.20%418210
#78 of 278ratelinx.comratelinx.comOther observed source2.20%418210
#79 of 278softwareadvice.com.ausoftwareadvice.com.auOther observed source2.20%418210
#80 of 278SourceForgesourceforge.netMarket and company database2.20%418210
#81 of 278squeezegrowth.comsqueezegrowth.comOther observed source2.20%418210
#82 of 278technbrains.comtechnbrains.comOther observed source2.20%418210
#83 of 278TechTargettechtarget.comEditorial publication2.20%418210
#84 of 278torotms.comtorotms.comOther observed source2.20%418210
#85 of 278truckertools.comtruckertools.comOther observed source2.20%418210
#86 of 278ubico.ioubico.ioVendor-owned source2.20%418210
#87 of 278acefreightexperts.comacefreightexperts.comOther observed source1.65%318210
#88 of 278allystrans.comallystrans.comOther observed source1.65%318210
#89 of 278benjamingordon.mebenjamingordon.meOther observed source1.65%318210
#90 of 278ceopickz.comceopickz.comOther observed source1.65%318210
#91 of 278chrobinson.comchrobinson.comOther observed source1.65%318210
#92 of 278clipground.comclipground.comOther observed source1.65%318210
#93 of 278comparecamp.comcomparecamp.comOther observed source1.65%318210
#94 of 278dispatched.financedispatched.financeOther observed source1.65%318210
#95 of 278fitsmallbusiness.comfitsmallbusiness.comOther observed source1.65%318210
#96 of 278fleettms.comfleettms.comOther observed source1.65%318210
#97 of 278Forbesforbes.comEditorial publication1.65%318210
#98 of 278glideappsagency.comglideappsagency.comOther observed source1.65%318210
#99 of 278legendprotrader.comlegendprotrader.comOther observed source1.65%318210
#100 of 278loadera.netloadera.netOther observed source1.65%318210

Showing the first 100 rows from 278 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Logistics & Freight / Best tools: 278 observed source domains in the leaderboard, measured on 182 observed runs across 10 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/best_x. CC BY 4.0.
APA
Parrott, J. (2026). Logistics & Freight / Best tools 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/best_x https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrilogisticsfreightbestx,
  author = {Parrott, Jaxon},
  title = {Logistics \& Freight / Best tools 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/best_x},
  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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