Enterprise Software

Published segment leaderboard

Enterprise Software: How buyers choose in the Machine Relations Index

This leaderboard uses only the Enterprise Software / How buyers choose segment denominator: 228 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs228

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains303

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 303Erpresearch.comerpresearch.comMarket and company database25.88%5922812
#2 of 303Randgroup.comrandgroup.comOther observed source20.61%4722812
#3 of 303TechTargettechtarget.comEditorial publication14.47%3322812
#4 of 303Digitaladvisory.comdigitaladvisory.comOther observed source10.53%2422812
#5 of 303Netsuite.comnetsuite.comOther observed source10.53%2422812
#6 of 303Bistasolutions.combistasolutions.comOther observed source9.21%2122812
#7 of 303Deloitte.comdeloitte.comAnalyst and consulting research9.21%2122812
#8 of 303Sap.comsap.comOther observed source8.33%1922812
#9 of 303Ecisolutions.comecisolutions.comOther observed source7.02%1622812
#10 of 303Bizowie.combizowie.comOther observed source6.58%1522812
#11 of 303Ecosire.comecosire.comOther observed source6.58%1522812
#12 of 303Flectic.comflectic.comOther observed source6.58%1522812
#13 of 303Granuler.comgranuler.comOther observed source6.58%1522812
#14 of 303Wiss.comwiss.comOther observed source6.58%1522812
#15 of 303Oneadvanced.comoneadvanced.comOther observed source6.14%1422812
#16 of 303Rework.comrework.comOther observed source6.14%1422812
#17 of 303Unleashedsoftware.comunleashedsoftware.comOther observed source5.70%1322812
#18 of 303Erpfocus.comerpfocus.comOther observed source5.26%1222812
#19 of 303Workday.comworkday.comVendor-owned source5.26%1222812
#20 of 303LinkedInlinkedin.comCommunity and social platform4.82%1122812
#21 of 303Top10erp.orgtop10erp.orgOther observed source4.39%1022812
#22 of 303Complivex.comcomplivex.comOther observed source3.95%922812
#23 of 303Dualentry.comdualentry.comOther observed source3.95%922812
#24 of 303ERP Software Blogerpsoftwareblog.comOther observed source3.95%922812
#25 of 303Ramp.comramp.comVendor-owned source3.95%922812
#26 of 303Supply Chain Brainsupplychainbrain.comEditorial publication3.95%922812
#27 of 303Confiz.comconfiz.comOther observed source3.51%822812
#28 of 303Erpadvisorsgroup.comerpadvisorsgroup.comOther observed source3.51%822812
#29 of 303Surveycto.comsurveycto.comOther observed source3.51%822812
#30 of 303Sysgenpro.comsysgenpro.comVendor-owned source3.51%822812
#31 of 303Tec-tel.comtec-tel.comOther observed source3.51%822812
#32 of 303Deltek.comdeltek.comOther observed source3.07%722812
#33 of 303Digibee.comdigibee.comOther observed source3.07%722812
#34 of 303Godlan.comgodlan.comOther observed source3.07%722812
#35 of 303Governa.aigoverna.aiOther observed source3.07%722812
#36 of 303Redditreddit.comCommunity and social platform3.07%722812
#37 of 303Softabase.comsoftabase.comOther observed source3.07%722812
#38 of 303Struto.iostruto.ioOther observed source3.07%722812
#39 of 303Erp-pilot.comerp-pilot.comOther observed source2.63%622812
#40 of 303Hicx.comhicx.comVendor-owned source2.63%622812
#41 of 303Intuit.comintuit.comOther observed source2.63%622812
#42 of 303Magnolia-cms.commagnolia-cms.comOther observed source2.63%622812
#43 of 303Marketron.commarketron.comOther observed source2.63%622812
#44 of 303Panorama-consulting.companorama-consulting.comAnalyst and consulting research2.63%622812
#45 of 303Premiertechpartner.compremiertechpartner.comOther observed source2.63%622812
#46 of 303Staria.comstaria.comOther observed source2.63%622812
#47 of 303VKTR.comvktr.comEditorial publication2.63%622812
#48 of 303Xorosoft.comxorosoft.comVendor-owned source2.63%622812
#49 of 303Amalerp.comamalerp.comOther observed source2.19%522812
#50 of 303Bcg.combcg.comAnalyst and consulting research2.19%522812
#51 of 303Bmpstack.combmpstack.comOther observed source2.19%522812
#52 of 303Capterra.comcapterra.comMarket and company database2.19%522812
#53 of 303Coro.netcoro.netOther observed source2.19%522812
#54 of 303Dynamicweb.comdynamicweb.comOther observed source2.19%522812
#55 of 303Erpplanner.comerpplanner.comOther observed source2.19%522812
#56 of 303Influencers-time.cominfluencers-time.comOther observed source2.19%522812
#57 of 303Matiyas.commatiyas.comOther observed source2.19%522812
#58 of 303Okta.comokta.comOther observed source2.19%522812
#59 of 303Pemeco.compemeco.comOther observed source2.19%522812
#60 of 303Tallysolutions.comtallysolutions.comOther observed source2.19%522812
#61 of 303Technologyadvice.comtechnologyadvice.comMarket and company database2.19%522812
#62 of 303Topdesk.comtopdesk.comOther observed source2.19%522812
#63 of 303Acumatica.comacumatica.comOther observed source1.75%422812
#64 of 303Alphaapexgroup.comalphaapexgroup.comAnalyst and consulting research1.75%422812
#65 of 303Ardoq.comardoq.comOther observed source1.75%422812
#66 of 303Arxiv.orgarxiv.orgAcademic and government source1.75%422812
#67 of 303Cfotechstack.aicfotechstack.aiOther observed source1.75%422812
#68 of 303Cudio.comcudio.comOther observed source1.75%422812
#69 of 303Datixinc.comdatixinc.comOther observed source1.75%422812
#70 of 303Demystifyingplm.comdemystifyingplm.comOther observed source1.75%422812
#71 of 303Erp-software.orgerp-software.orgOther observed source1.75%422812
#72 of 303Erpimplementation.euerpimplementation.euOther observed source1.75%422812
#73 of 303Folio3.comfolio3.comOther observed source1.75%422812
#74 of 303Forbesforbes.comEditorial publication1.75%422812
#75 of 303Geniuserp.comgeniuserp.comVendor-owned source1.75%422812
#76 of 303Halsimplify.comhalsimplify.comOther observed source1.75%422812
#77 of 303Instapage.cominstapage.comOther observed source1.75%422812
#78 of 303Light.inclight.incOther observed source1.75%422812
#79 of 303Planaxion.complanaxion.comOther observed source1.75%422812
#80 of 303Remotelock.comremotelock.comOther observed source1.75%422812
#81 of 303Savvycomsoftware.comsavvycomsoftware.comOther observed source1.75%422812
#82 of 303Softwaremodernizationservices.comsoftwaremodernizationservices.comOther observed source1.75%422812
#83 of 303Strategiesgroup.comstrategiesgroup.comOther observed source1.75%422812
#84 of 303Thenegotiationexperts.comthenegotiationexperts.comOther observed source1.75%422812
#85 of 303Velosio.comvelosio.comVendor-owned source1.75%422812
#86 of 303Versaclouderp.comversaclouderp.comOther observed source1.75%422812
#87 of 303Xentral.comxentral.comMarket and company database1.75%422812
#88 of 303Ambivo.comambivo.comOther observed source1.32%322812
#89 of 303Aspect.comaspect.comOther observed source1.32%322812
#90 of 303B2berp.comb2berp.comOther observed source1.32%322812
#91 of 303Cisco.comcisco.comOther observed source1.32%322812
#92 of 303Cloudmaven.comcloudmaven.comOther observed source1.32%322812
#93 of 303CMSWire.comcmswire.comEditorial publication1.32%322812
#94 of 303Crowe.comcrowe.comOther observed source1.32%322812
#95 of 303Domo.comdomo.comOther observed source1.32%322812
#96 of 303Epsilon3.ioepsilon3.ioOther observed source1.32%322812
#97 of 303G2g2.comMarket and company database1.32%322812
#98 of 303Gartner.comgartner.comAnalyst and consulting research1.32%322812
#99 of 303Hashmeta.comhashmeta.comOther observed source1.32%322812
#100 of 303Ifs.comifs.comOther observed source1.32%322812

Showing the first 100 rows from 303 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Enterprise Software / How buyers choose: 303 observed source domains in the leaderboard, measured on 228 observed runs across 12 distinct run dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/enterprise-software/how_choose. CC BY 4.0.
APA
Parrott, J. (2026). Enterprise Software / 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/enterprise-software/how_choose https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrienterprisesoftwarehowchoose,
  author = {Parrott, Jaxon},
  title = {Enterprise Software / 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/enterprise-software/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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