Logistics & Freight

Published segment leaderboard

Logistics & Freight: Is it worth it in the Machine Relations Index

This leaderboard uses only the Logistics & Freight / Is it worth it 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 domains257

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 257Shipperguide.comshipperguide.comOther observed source19.50%311599
#2 of 257Wearewarp.comwearewarp.comOther observed source18.87%301599
#3 of 257Cargoson.comcargoson.comOther observed source11.95%191599
#4 of 257Transplus.iotransplus.ioOther observed source10.06%161599
#5 of 257Descartes.comdescartes.comOther observed source8.81%141599
#6 of 257Locus.shlocus.shOther observed source8.81%141599
#7 of 257Gofreight.comgofreight.comOther observed source8.18%131599
#8 of 257Load-market.comload-market.comOther observed source8.18%131599
#9 of 257Quantumbyte.aiquantumbyte.aiOther observed source7.55%121599
#10 of 257Gobolt.comgobolt.comOther observed source6.92%111599
#11 of 257Locate2u.comlocate2u.comOther observed source6.92%111599
#12 of 257Trinetix.comtrinetix.comOther observed source6.92%111599
#13 of 257Truckerpro.catruckerpro.caOther observed source6.92%111599
#14 of 257Nuvocargo.comnuvocargo.comOther observed source6.29%101599
#15 of 257Freightfigures.comfreightfigures.comOther observed source5.66%91599
#16 of 257Geotab.comgeotab.comOther observed source5.66%91599
#17 of 257Gpx.cogpx.coOther observed source5.66%91599
#18 of 257LinkedInlinkedin.comCommunity and social platform5.66%91599
#19 of 257Lugg.comlugg.comOther observed source5.66%91599
#20 of 257Racklify.comracklify.comOther observed source5.03%81599
#21 of 257Brightpearl.combrightpearl.comOther observed source4.40%71599
#22 of 257Dashdoc.comdashdoc.comOther observed source4.40%71599
#23 of 257Fleetrabbit.comfleetrabbit.comOther observed source4.40%71599
#24 of 257Logifie.comlogifie.comOther observed source4.40%71599
#25 of 257Macropoint.commacropoint.comOther observed source4.40%71599
#26 of 257Trimble.comtrimble.comOther observed source4.40%71599
#27 of 257Businesssolutionsus.combusinesssolutionsus.comOther observed source3.77%61599
#28 of 257Cleverence.comcleverence.comOther observed source3.77%61599
#29 of 257Emergemarket.comemergemarket.comOther observed source3.77%61599
#30 of 257Fareye.comfareye.comOther observed source3.77%61599
#31 of 257Freightmaths.comfreightmaths.comOther observed source3.77%61599
#32 of 257G2mint.comg2mint.comOther observed source3.77%61599
#33 of 257Getafreightquote.comgetafreightquote.comOther observed source3.77%61599
#34 of 257Haulier.aihaulier.aiOther observed source3.77%61599
#35 of 257Magnustech.commagnustech.comOther observed source3.77%61599
#36 of 257Rxo.comrxo.comOther observed source3.77%61599
#37 of 257Shiptify.comshiptify.comOther observed source3.77%61599
#38 of 257Spoke.comspoke.comOther observed source3.77%61599
#39 of 257Supply Chain Desksupplychaindesk.comEditorial publication3.77%61599
#40 of 257Truckertools.comtruckertools.comOther observed source3.77%61599
#41 of 257Trucksonthemap.comtrucksonthemap.comVendor-owned source3.77%61599
#42 of 257Ustechautomations.comustechautomations.comOther observed source3.77%61599
#43 of 257YouTubeyoutube.comSearch or media platform3.77%61599
#44 of 257Deliwell.eudeliwell.euOther observed source3.14%51599
#45 of 257Freightzy.comfreightzy.comOther observed source3.14%51599
#46 of 257Onerail.comonerail.comOther observed source3.14%51599
#47 of 257Onfleet.comonfleet.comOther observed source3.14%51599
#48 of 257Pcssoft.compcssoft.comOther observed source3.14%51599
#49 of 257Saigontechnology.comsaigontechnology.comOther observed source3.14%51599
#50 of 257Tentrucks.comtentrucks.comOther observed source3.14%51599
#51 of 257Allpronow.netallpronow.netOther observed source2.52%41599
#52 of 257Aptean.comaptean.comOther observed source2.52%41599
#53 of 257Dreamztech.comdreamztech.comMarket and company database2.52%41599
#54 of 257Dropoff.comdropoff.comOther observed source2.52%41599
#55 of 257Freightpop.comfreightpop.comVendor-owned source2.52%41599
#56 of 257FreightWavesfreightwaves.comEditorial publication2.52%41599
#57 of 257Getnimbl.comgetnimbl.comOther observed source2.52%41599
#58 of 257Globaltrademag.comglobaltrademag.comEditorial publication2.52%41599
#59 of 257Inboundlogistics.cominboundlogistics.comOther observed source2.52%41599
#60 of 257Loginextsolutions.comloginextsolutions.comVendor-owned source2.52%41599
#61 of 257Logisticsbureau.comlogisticsbureau.comOther observed source2.52%41599
#62 of 257Mds.comds.coOther observed source2.52%41599
#63 of 257Princetontmx.comprincetontmx.comOther observed source2.52%41599
#64 of 257Shipnetwork.comshipnetwork.comOther observed source2.52%41599
#65 of 257Transfix.iotransfix.ioOther observed source2.52%41599
#66 of 257Bulkloads.combulkloads.comOther observed source1.89%31599
#67 of 257Digitalheroesco.comdigitalheroesco.comAnalyst and consulting research1.89%31599
#68 of 257Ecommercefulfilment.comecommercefulfilment.comOther observed source1.89%31599
#69 of 257Eliteextra.comeliteextra.comOther observed source1.89%31599
#70 of 257Elogii.comelogii.comOther observed source1.89%31599
#71 of 257Ez-tms.comez-tms.comOther observed source1.89%31599
#72 of 257Fidelitone.comfidelitone.comOther observed source1.89%31599
#73 of 257Freight-tec.comfreight-tec.comOther observed source1.89%31599
#74 of 257Freightplus.iofreightplus.ioOther observed source1.89%31599
#75 of 257Freightvero.comfreightvero.comOther observed source1.89%31599
#76 of 257Gartner.comgartner.comAnalyst and consulting research1.89%31599
#77 of 257Go-eka.aigo-eka.aiOther observed source1.89%31599
#78 of 257IndustryWeekindustryweek.comEditorial publication1.89%31599
#79 of 257Infios.cominfios.comOther observed source1.89%31599
#80 of 257Inteklogistics.cominteklogistics.comOther observed source1.89%31599
#81 of 257Keelway.comkeelway.comOther observed source1.89%31599
#82 of 257Mandata.co.ukmandata.co.ukOther observed source1.89%31599
#83 of 257Nexasphere.ionexasphere.ioOther observed source1.89%31599
#84 of 257Parcelindustry.comparcelindustry.comOther observed source1.89%31599
#85 of 257Roundtrip.airoundtrip.aiOther observed source1.89%31599
#86 of 257Sap.comsap.comOther observed source1.89%31599
#87 of 257Shiplocate.comshiplocate.comOther observed source1.89%31599
#88 of 257Transoratms.comtransoratms.comOther observed source1.89%31599
#89 of 257Truckmyapps.comtruckmyapps.comOther observed source1.89%31599
#90 of 257AMB Logisticamblogistic.usOther observed source1.26%21599
#91 of 257Bringg.combringg.comOther observed source1.26%21599
#92 of 257Cdslogistics.netcdslogistics.netOther observed source1.26%21599
#93 of 257Curri.comcurri.comOther observed source1.26%21599
#94 of 257Dhl.comdhl.comOther observed source1.26%21599
#95 of 257Directfleetdispatch.comdirectfleetdispatch.comOther observed source1.26%21599
#96 of 257EasyPosteasypost.comOther observed source1.26%21599
#97 of 257Fleet-tower.comfleet-tower.comOther observed source1.26%21599
#98 of 257Freightamigo.comfreightamigo.comOther observed source1.26%21599
#99 of 257Freightsuite.comfreightsuite.comOther observed source1.26%21599
#100 of 257Fretron.comfretron.comOther observed source1.26%21599

Showing the first 100 rows from 257 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Logistics & Freight / Is it worth it: 257 observed source domains in the leaderboard, measured on 159 observed runs across 9 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/is_x_worth. CC BY 4.0.
APA
Parrott, J. (2026). Logistics & Freight / Is it worth it 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/is_x_worth https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrilogisticsfreightisxworth,
  author = {Parrott, Jaxon},
  title = {Logistics \& Freight / Is it worth it 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/is_x_worth},
  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 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.

Apply the MR Framework

Check how AI systems cite your brand.

Free MR Consultant — available as a custom GPT and a Gemini Gem. Each is pre-trained on the Machine Relations framework. Ask it to audit your entity presence, earned authority gaps, and citation frequency across ChatGPT, Claude, and Perplexity.

Open in ChatGPTOpen in Gemini