Enterprise Software

Published segment leaderboard

Enterprise Software: Problem-first research in the Machine Relations Index

This leaderboard uses only the Enterprise Software / Problem-first research segment denominator: 231 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs231

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains442

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 442Manageengine.commanageengine.comOther observed source7.79%1823112
#2 of 442Cloudeagle.aicloudeagle.aiVendor-owned source7.36%1723112
#3 of 442LinkedInlinkedin.comCommunity and social platform7.36%1723112
#4 of 442Zapier.comzapier.comVendor-owned source7.36%1723112
#5 of 442Redditreddit.comCommunity and social platform6.93%1623112
#6 of 442Bettercloud.combettercloud.comVendor-owned source6.49%1523112
#7 of 442Zylo.comzylo.comVendor-owned source5.63%1323112
#8 of 442Dropbox.comdropbox.comOther observed source4.76%1123112
#9 of 442Toriihq.comtoriihq.comVendor-owned source4.76%1123112
#10 of 442Nudgesecurity.comnudgesecurity.comVendor-owned source4.33%1023112
#11 of 442Spendflo.comspendflo.comOther observed source4.33%1023112
#12 of 442Clickup.comclickup.comOther observed source3.90%923112
#13 of 442Lansweeper.comlansweeper.comVendor-owned source3.90%923112
#14 of 442Merge.devmerge.devOther observed source3.90%923112
#15 of 442Dashlane.comdashlane.comVendor-owned source3.46%823112
#16 of 442Dmacq.comdmacq.comOther observed source3.46%823112
#17 of 442Ramp.comramp.comVendor-owned source3.46%823112
#18 of 4421password.com1password.comVendor-owned source3.03%723112
#19 of 442Airwallex.comairwallex.comVendor-owned source3.03%723112
#20 of 442Block64.comblock64.comVendor-owned source3.03%723112
#21 of 442Farreachinc.comfarreachinc.comOther observed source3.03%723112
#22 of 442Monday.commonday.comVendor-owned source3.03%723112
#23 of 442Reco.aireco.aiVendor-owned source3.03%723112
#24 of 442Setyl.comsetyl.comOther observed source3.03%723112
#25 of 442SourceForgesourceforge.netMarket and company database3.03%723112
#26 of 442TechRadartechradar.comEditorial publication3.03%723112
#27 of 442TechTargettechtarget.comEditorial publication3.03%723112
#28 of 442Agilityportal.ioagilityportal.ioOther observed source2.60%623112
#29 of 442Axerosolutions.comaxerosolutions.comOther observed source2.60%623112
#30 of 442Clarodigi.comclarodigi.comOther observed source2.60%623112
#31 of 442Cloudnuro.aicloudnuro.aiVendor-owned source2.60%623112
#32 of 442Gartner.comgartner.comAnalyst and consulting research2.60%623112
#33 of 442Nhimg.orgnhimg.orgOther observed source2.60%623112
#34 of 442Oneio.cloudoneio.cloudOther observed source2.60%623112
#35 of 442Solutions Reviewsolutionsreview.comOther observed source2.60%623112
#36 of 442Valencesecurity.comvalencesecurity.comVendor-owned source2.60%623112
#37 of 442Zoho.comzoho.comOther observed source2.60%623112
#38 of 442Assetgama.comassetgama.comOther observed source2.16%523112
#39 of 442Bitrix24.combitrix24.comOther observed source2.16%523112
#40 of 442Domo.comdomo.comOther observed source2.16%523112
#41 of 442Josys.comjosys.comVendor-owned source2.16%523112
#42 of 442Skyvia.comskyvia.comVendor-owned source2.16%523112
#43 of 442Wrike.comwrike.comVendor-owned source2.16%523112
#44 of 442Zluri.comzluri.comVendor-owned source2.16%523112
#45 of 4423scoding.com3scoding.comOther observed source1.73%423112
#46 of 442Adaptivesecurity.comadaptivesecurity.comOther observed source1.73%423112
#47 of 442Adobe.comadobe.comVendor-owned source1.73%423112
#48 of 442Alexponomarev.mealexponomarev.meOther observed source1.73%423112
#49 of 442Amitkoth.comamitkoth.comOther observed source1.73%423112
#50 of 442Apple News (Syndication from Grit Daily)apple.comOther observed source1.73%423112
#51 of 442Automationatlas.ioautomationatlas.ioOther observed source1.73%423112
#52 of 442Auvik.comauvik.comOther observed source1.73%423112
#53 of 442Binadox.combinadox.comVendor-owned source1.73%423112
#54 of 442Bitvea.combitvea.comVendor-owned source1.73%423112
#55 of 442Computerworldcomputerworld.comEditorial publication1.73%423112
#56 of 442Coneksion.comconeksion.comOther observed source1.73%423112
#57 of 442Cost-saver.co.ukcost-saver.co.ukOther observed source1.73%423112
#58 of 442D-tools.comd-tools.comOther observed source1.73%423112
#59 of 442Ecopiersolutions.comecopiersolutions.comOther observed source1.73%423112
#60 of 442Fabric.sofabric.soOther observed source1.73%423112
#61 of 442Flexera.comflexera.comVendor-owned source1.73%423112
#62 of 442Fullstory.comfullstory.comVendor-owned source1.73%423112
#63 of 442Getint.iogetint.ioOther observed source1.73%423112
#64 of 442Getmoss.comgetmoss.comVendor-owned source1.73%423112
#65 of 442Ibm.comibm.comVendor-owned source1.73%423112
#66 of 442Ibml.comibml.comOther observed source1.73%423112
#67 of 442IT Proitpro.comEditorial publication1.73%423112
#68 of 442Itransition.comitransition.comOther observed source1.73%423112
#69 of 442Jumpcloud.comjumpcloud.comOther observed source1.73%423112
#70 of 442Lastpass.comlastpass.comVendor-owned source1.73%423112
#71 of 442Opex.comopex.comOther observed source1.73%423112
#72 of 442Opshub.comopshub.comOther observed source1.73%423112
#73 of 442Pushsecurity.compushsecurity.comOther observed source1.73%423112
#74 of 442Reclaim.aireclaim.aiOther observed source1.73%423112
#75 of 442Recurly.comrecurly.comVendor-owned source1.73%423112
#76 of 442Ripcord.comripcord.comOther observed source1.73%423112
#77 of 442Secure.comsecure.comOther observed source1.73%423112
#78 of 442Sharefile.comsharefile.comOther observed source1.73%423112
#79 of 442Smashbyte.comsmashbyte.comVendor-owned source1.73%423112
#80 of 442Snohai.comsnohai.comVendor-owned source1.73%423112
#81 of 442Stackpack.aistackpack.aiVendor-owned source1.73%423112
#82 of 442Subdupes.comsubdupes.comOther observed source1.73%423112
#83 of 442UC Todayuctoday.comEditorial publication1.73%423112
#84 of 442Uibakery.iouibakery.ioOther observed source1.73%423112
#85 of 442Una.comuna.comOther observed source1.73%423112
#86 of 442Usu.comusu.comVendor-owned source1.73%423112
#87 of 442Abloomify.comabloomify.comVendor-owned source1.30%323112
#88 of 442Accessowl.comaccessowl.comVendor-owned source1.30%323112
#89 of 442Atlariem.comatlariem.comVendor-owned source1.30%323112
#90 of 442Atlassian.comatlassian.comVendor-owned source1.30%323112
#91 of 442Box.combox.comOther observed source1.30%323112
#92 of 442Cleo.comcleo.comOther observed source1.30%323112
#93 of 442Cognidox.comcognidox.comOther observed source1.30%323112
#94 of 442Collabcrm.comcollabcrm.comOther observed source1.30%323112
#95 of 442Contentstack.iocontentstack.ioVendor-owned source1.30%323112
#96 of 442Dckap.comdckap.comOther observed source1.30%323112
#97 of 442Diginomica.comdiginomica.comAcademic and government source1.30%323112
#98 of 442Docr.co.ukdocr.co.ukOther observed source1.30%323112
#99 of 442Everydaybudd.comeverydaybudd.comOther observed source1.30%323112
#100 of 442Exalate.comexalate.comOther observed source1.30%323112

Showing the first 100 rows from 442 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Enterprise Software / Problem-first research: 442 observed source domains in the leaderboard, measured on 231 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/problem_first. CC BY 4.0.
APA
Parrott, J. (2026). Enterprise Software / Problem-first research 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/problem_first https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrienterprisesoftwareproblemfirst,
  author = {Parrott, Jaxon},
  title = {Enterprise Software / Problem-first research 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/problem_first},
  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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