Industrial

Published segment leaderboard

Industrial: How buyers choose in the Machine Relations Index

This leaderboard uses only the Industrial / How buyers choose segment denominator: 147 observed answer runs across 10 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs147

Segment-specific denominator. Not the overall domain denominator.

Run dates10

Release floor: 7 dates.

Observed domains247

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 247Calcengineer.comcalcengineer.comOther observed source12.93%1914710
#2 of 247Konecranes.comkonecranes.comOther observed source12.24%1814710
#3 of 247Spanco.comspanco.comOther observed source12.24%1814710
#4 of 247Workshopcalc.comworkshopcalc.comOther observed source12.24%1814710
#5 of 247Mazzellacompanies.commazzellacompanies.comOther observed source10.88%1614710
#6 of 247Mhscrane.commhscrane.comOther observed source10.88%1614710
#7 of 247WOOD Magazinewoodmagazine.comEditorial publication10.20%1514710
#8 of 247Bqr.combqr.comOther observed source9.52%1414710
#9 of 247Donaldson.comdonaldson.comOther observed source8.84%1314710
#10 of 247Acmeairequipments.comacmeairequipments.comOther observed source8.16%1214710
#11 of 247Oneida-air.comoneida-air.comOther observed source8.16%1214710
#12 of 247Se.comse.comOther observed source8.16%1214710
#13 of 247Cranetechusa.comcranetechusa.comOther observed source7.48%1114710
#14 of 247Rockler.comrockler.comOther observed source7.48%1114710
#15 of 247Bettercrane.combettercrane.comOther observed source6.80%1014710
#16 of 247Industrial Monitor Directindustrialmonitordirect.comOther observed source6.80%1014710
#17 of 247Pwiworks.compwiworks.comOther observed source6.80%1014710
#18 of 247Reliamag.comreliamag.comOther observed source6.80%1014710
#19 of 247Spiralmfg.comspiralmfg.comOther observed source6.80%1014710
#20 of 247Scarlettinc.comscarlettinc.comOther observed source6.12%914710
#21 of 247Sourcebyspec.comsourcebyspec.comOther observed source6.12%914710
#22 of 247Isystemsweb.comisystemsweb.comOther observed source5.44%814710
#23 of 247Baghouse.combaghouse.comOther observed source4.76%714710
#24 of 247Defusco.comdefusco.comOther observed source4.76%714710
#25 of 247Hndfcrane.comhndfcrane.comOther observed source4.76%714710
#26 of 247Qdequipment.comqdequipment.comOther observed source4.76%714710
#27 of 247Sbomh.comsbomh.comOther observed source4.76%714710
#28 of 247Usflexduct.comusflexduct.comOther observed source4.76%714710
#29 of 247Woodweb.comwoodweb.comOther observed source4.76%714710
#30 of 247Woodworking-calculators.comwoodworking-calculators.comOther observed source4.76%714710
#31 of 247Abb.comabb.comOther observed source4.08%614710
#32 of 247Airflowsystems.comairflowsystems.comOther observed source4.08%614710
#33 of 247Andersonserviceinc.comandersonserviceinc.comOther observed source4.08%614710
#34 of 247Bekiot.combekiot.comOther observed source4.08%614710
#35 of 247Depurecousa.comdepurecousa.comOther observed source4.08%614710
#36 of 247Eotcranekit.comeotcranekit.comOther observed source4.08%614710
#37 of 247Hockeramerica.comhockeramerica.comOther observed source4.08%614710
#38 of 247Industrialcleanairproducts.comindustrialcleanairproducts.comOther observed source4.08%614710
#39 of 247Longwellfans.comlongwellfans.comOther observed source4.08%614710
#40 of 247Nederman.comnederman.comOther observed source4.08%614710
#41 of 247YouTubeyoutube.comSearch or media platform4.08%614710
#42 of 247Zvei.orgzvei.orgOther observed source4.08%614710
#43 of 247Festoolusa.comfestoolusa.comOther observed source3.40%514710
#44 of 247Hebencranes.comhebencranes.comOther observed source3.40%514710
#45 of 247Senotay.comsenotay.comOther observed source3.40%514710
#46 of 247Siemens.comsiemens.comOther observed source3.40%514710
#47 of 247Soriancranes.com.ausoriancranes.com.auOther observed source3.40%514710
#48 of 247ToolsTodaytoolstoday.comOther observed source3.40%514710
#49 of 247Tracopower.comtracopower.comOther observed source3.40%514710
#50 of 247Woodworkcalc.comwoodworkcalc.comOther observed source3.40%514710
#51 of 247Actdustcollectors.comactdustcollectors.comOther observed source2.72%414710
#52 of 247Craneskit.comcraneskit.comMarket and company database2.72%414710
#53 of 247Engineerfix.comengineerfix.comOther observed source2.72%414710
#54 of 247Fsta.dkfsta.dkCommunity and social platform2.72%414710
#55 of 247Jsbwcrane.comjsbwcrane.comOther observed source2.72%414710
#56 of 247Mechanixcalc.commechanixcalc.comOther observed source2.72%414710
#57 of 247Nantecrane.comnantecrane.comOther observed source2.72%414710
#58 of 247Opsima.comopsima.comOther observed source2.72%414710
#59 of 247Realdustcollector.comrealdustcollector.comOther observed source2.72%414710
#60 of 247Synergyspray.comsynergyspray.comOther observed source2.72%414710
#61 of 247Tsoproducts.comtsoproducts.comOther observed source2.72%414710
#62 of 247Woodworkingnetwork.comwoodworkingnetwork.comOther observed source2.72%414710
#63 of 247Advancedenergy.comadvancedenergy.comOther observed source2.04%314710
#64 of 247Aircleaningsolutionstexas.comaircleaningsolutionstexas.comOther observed source2.04%314710
#65 of 247Alibaba.comalibaba.comOther observed source2.04%314710
#66 of 247Americancrane.comamericancrane.comOther observed source2.04%314710
#67 of 247Applied-statistics.orgapplied-statistics.orgOther observed source2.04%314710
#68 of 247Articsledge.comarticsledge.comOther observed source2.04%314710
#69 of 247Bobcatcontracting.combobcatcontracting.comOther observed source2.04%314710
#70 of 247Cern.chcern.chOther observed source2.04%314710
#71 of 247Clean-air.comclean-air.comOther observed source2.04%314710
#72 of 247CommGearProcommgearpro.comEditorial publication2.04%314710
#73 of 247Completecalculators.comcompletecalculators.comOther observed source2.04%314710
#74 of 247Cranesdq.comcranesdq.comOther observed source2.04%314710
#75 of 247Eurovac.comeurovac.comOther observed source2.04%314710
#76 of 247Flex.comflex.comOther observed source2.04%314710
#77 of 247Hoecker-polytechnik.comhoecker-polytechnik.comOther observed source2.04%314710
#78 of 247Hoj.nethoj.netOther observed source2.04%314710
#79 of 247Iaec.onlineiaec.onlineAnalyst and consulting research2.04%314710
#80 of 247Kns.orgkns.orgOther observed source2.04%314710
#81 of 247Newark.comnewark.comOther observed source2.04%314710
#82 of 247Nordfab.comnordfab.comOther observed source2.04%314710
#83 of 247Plcprogramming.ioplcprogramming.ioOther observed source2.04%314710
#84 of 247Sagepub.comsagepub.comAcademic and government source2.04%314710
#85 of 247Scribd.comscribd.comOther observed source2.04%314710
#86 of 247Toolcroze.comtoolcroze.comOther observed source2.04%314710
#87 of 247Tsoverheadcrane.comtsoverheadcrane.comOther observed source2.04%314710
#88 of 247Woodcraft.comwoodcraft.comOther observed source2.04%314710
#89 of 247Woodformulas.comwoodformulas.comOther observed source2.04%314710
#90 of 247Woodworkscience.comwoodworkscience.comOther observed source2.04%314710
#91 of 247Wurthbaermachinery.comwurthbaermachinery.comOther observed source2.04%314710
#92 of 247Zoro.comzoro.comOther observed source2.04%314710
#93 of 247Acculift.comacculift.comOther observed source1.36%214710
#94 of 247Afecrane.comafecrane.comOther observed source1.36%214710
#95 of 247Airbench.comairbench.comOther observed source1.36%214710
#96 of 247Analog.comanalog.comOther observed source1.36%214710
#97 of 247Bandcip.combandcip.comOther observed source1.36%214710
#98 of 247Blastone.comblastone.comOther observed source1.36%214710
#99 of 247Btarocrane.combtarocrane.comOther observed source1.36%214710
#100 of 247Camfil.comcamfil.comOther observed source1.36%214710

Showing the first 100 rows from 247 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Industrial / How buyers choose: 247 observed source domains in the leaderboard, measured on 147 observed runs across 10 distinct run dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/industrial/how_choose. CC BY 4.0.
APA
Parrott, J. (2026). Industrial / How buyers choose in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/industrial/how_choose https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mriindustrialhowchoose,
  author = {Parrott, Jaxon},
  title = {Industrial / How buyers choose 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/industrial/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 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.

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