Evidence floor met in this release.
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: 106 observed answer runs across 7 dates.
Segment-specific denominator. Not the overall domain denominator.
Release floor: 7 dates.
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.
| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates | Confidence |
|---|---|---|---|---|---|---|---|
| #1 of 258 | Redditreddit.com | Community and social platform | 13.21% | 14 | 106 | 7 | Unavailable |
| #2 of 258 | Zapier.comzapier.com | Vendor-owned source | 11.32% | 12 | 106 | 7 | Unavailable |
| #3 of 258 | Cloudeagle.aicloudeagle.ai | Vendor-owned source | 8.49% | 9 | 106 | 7 | Unavailable |
| #4 of 258 | LinkedInlinkedin.com | Community and social platform | 7.55% | 8 | 106 | 7 | Unavailable |
| #5 of 258 | Bettercloud.combettercloud.com | Vendor-owned source | 6.60% | 7 | 106 | 7 | Unavailable |
| #6 of 258 | Dashlane.comdashlane.com | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #7 of 258 | Lansweeper.comlansweeper.com | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #8 of 258 | Manageengine.commanageengine.com | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #9 of 258 | Merge.devmerge.dev | Vendor-owned source | 6.60% | 7 | 106 | 7 | Unavailable |
| #10 of 258 | Nudgesecurity.comnudgesecurity.com | Other observed source | 5.66% | 6 | 106 | 7 | Unavailable |
| #11 of 258 | Reco.aireco.ai | Vendor-owned source | 5.66% | 6 | 106 | 7 | Unavailable |
| #12 of 258 | Solutionsreview.comsolutionsreview.com | Editorial publication | 5.66% | 6 | 106 | 7 | Unavailable |
| #13 of 258 | Valencesecurity.comvalencesecurity.com | Vendor-owned source | 5.66% | 6 | 106 | 7 | Unavailable |
| #14 of 258 | 1password.com1password.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #15 of 258 | Axerosolutions.comaxerosolutions.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #16 of 258 | Cloudnuro.aicloudnuro.ai | Vendor-owned source | 4.72% | 5 | 106 | 7 | Unavailable |
| #17 of 258 | Gartner.comgartner.com | Analyst and consulting research | 4.72% | 5 | 106 | 7 | Unavailable |
| #18 of 258 | Skyvia.comskyvia.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #19 of 258 | TechRadartechradar.com | Editorial publication | 4.72% | 5 | 106 | 7 | Unavailable |
| #20 of 258 | TechTargettechtarget.com | Editorial publication | 4.72% | 5 | 106 | 7 | Unavailable |
| #21 of 258 | Toriihq.comtoriihq.com | Vendor-owned source | 4.72% | 5 | 106 | 7 | Unavailable |
| #22 of 258 | Coneksion.comconeksion.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #23 of 258 | Domo.comdomo.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #24 of 258 | Jumpcloud.comjumpcloud.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #25 of 258 | Oneio.cloudoneio.cloud | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #26 of 258 | Secure.comsecure.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #27 of 258 | Snohai.comsnohai.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #28 of 258 | SourceForgesourceforge.net | Editorial publication | 3.77% | 4 | 106 | 7 | Unavailable |
| #29 of 258 | Spendflo.comspendflo.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #30 of 258 | Abloomify.comabloomify.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #31 of 258 | Adaptivesecurity.comadaptivesecurity.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #32 of 258 | Adobe.comadobe.com | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #33 of 258 | Apple Newsapple.com | Editorial publication | 2.83% | 3 | 106 | 7 | Unavailable |
| #34 of 258 | Atlassian.comatlassian.com | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #35 of 258 | Auvik.comauvik.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #36 of 258 | Box.combox.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #37 of 258 | Cognidox.comcognidox.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #38 of 258 | Contentstack.iocontentstack.io | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #39 of 258 | Cost-saver.co.ukcost-saver.co.uk | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #40 of 258 | D-tools.comd-tools.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #41 of 258 | Dckap.comdckap.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #42 of 258 | Dmacq.comdmacq.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #43 of 258 | Docr.co.ukdocr.co.uk | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #44 of 258 | Dropbox.comdropbox.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #45 of 258 | Ecopiersolutions.comecopiersolutions.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #46 of 258 | Everydaybudd.comeverydaybudd.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #47 of 258 | Exalate.comexalate.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #48 of 258 | Gocancelit.comgocancelit.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #49 of 258 | Ibml.comibml.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #50 of 258 | Itgsolutions.comitgsolutions.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #51 of 258 | Lastpass.comlastpass.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #52 of 258 | Mstusa.commstusa.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #53 of 258 | Opex.comopex.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #54 of 258 | Optystack.aioptystack.ai | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #55 of 258 | Pages.devpages.dev | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #56 of 258 | Paperwise.compaperwise.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #57 of 258 | Pdfreaderpro.compdfreaderpro.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #58 of 258 | Qflow.comqflow.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #59 of 258 | Recurly.comrecurly.com | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #60 of 258 | Ripcord.comripcord.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #61 of 258 | Softwareone.comsoftwareone.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #62 of 258 | Subtracker.iosubtracker.io | Market and company database | 2.83% | 3 | 106 | 7 | Unavailable |
| #63 of 258 | Sumnerone.comsumnerone.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #64 of 258 | Theecmconsultant.comtheecmconsultant.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #65 of 258 | Trackmysubs.comtrackmysubs.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #66 of 258 | Uibakery.iouibakery.io | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #67 of 258 | Usu.comusu.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #68 of 258 | Wrike.comwrike.com | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #69 of 258 | Zluri.comzluri.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #70 of 258 | Zylo.comzylo.com | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #71 of 258 | Adeptia.comadeptia.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #72 of 258 | Adverity.comadverity.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #73 of 258 | Appliedinnovation.comappliedinnovation.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #74 of 258 | Assetgama.comassetgama.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #75 of 258 | Athento.comathento.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #76 of 258 | Atlariem.comatlariem.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #77 of 258 | Bindbee.devbindbee.dev | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #78 of 258 | Businesswith.combusinesswith.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #79 of 258 | Cleo.comcleo.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #80 of 258 | Docusign.comdocusign.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #81 of 258 | Farreachinc.comfarreachinc.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #82 of 258 | Flexera.comflexera.com | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #83 of 258 | Folderit.comfolderit.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #84 of 258 | Getint.iogetint.io | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #85 of 258 | Grip.securitygrip.security | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #86 of 258 | Ibm.comibm.com | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #87 of 258 | Ironmountain.comironmountain.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #88 of 258 | Microsoft.commicrosoft.com | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #89 of 258 | Mulesoft.commulesoft.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #90 of 258 | Mylegalsoftware.commylegalsoftware.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #91 of 258 | Notifsubs.comnotifsubs.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #92 of 258 | Order.coorder.co | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #93 of 258 | Planview.complanview.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #94 of 258 | Procuredesk.comprocuredesk.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #95 of 258 | Pushsecurity.compushsecurity.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #96 of 258 | Rapidionline.comrapidionline.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #97 of 258 | Setyl.comsetyl.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #98 of 258 | Sharefile.comsharefile.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #99 of 258 | Spendleap.comspendleap.com | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #100 of 258 | Stackiq.costackiq.co | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
Showing the first 100 rows from 258 observed domains.
Release and boundary
How to cite this segment
Enterprise Software / Problem-first research: 258 observed source domains in the leaderboard, 2026-05-10 to 2026-09-18, mri_score_v2.0, mri_score_v2.0+2026-09-18+8fa38e54dd0a, https://machinerelations.ai/index/categories/enterprise-software/problem_first.
Release mri_score_v2.0+2026-09-18+8fa38e54dd0a; methodology mri_score_v2.0; generated 2026-09-18; window 2026-05-10 to 2026-09-18; artifact 8fa38e54dd0a.
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.