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

Canonical URL: 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.

This is the public leaderboard for the exact Enterprise Software / Problem-first research segment. Rates use the segment denominator only: 106 observed runs across 7 dates.

| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates | Confidence |
|---|---|---|---:|---:|---:|---:|---|
| #1 of 258 | [Reddit](https://machinerelations.ai/index/domains/reddit.com) | Community and social platform | 13.21% | 14 | 106 | 7 | Unavailable |
| #2 of 258 | [Zapier.com](https://machinerelations.ai/index/domains/zapier.com) | Vendor-owned source | 11.32% | 12 | 106 | 7 | Unavailable |
| #3 of 258 | [Cloudeagle.ai](https://machinerelations.ai/index/domains/cloudeagle.ai) | Vendor-owned source | 8.49% | 9 | 106 | 7 | Unavailable |
| #4 of 258 | [LinkedIn](https://machinerelations.ai/index/domains/linkedin.com) | Community and social platform | 7.55% | 8 | 106 | 7 | Unavailable |
| #5 of 258 | [Bettercloud.com](https://machinerelations.ai/index/domains/bettercloud.com) | Vendor-owned source | 6.60% | 7 | 106 | 7 | Unavailable |
| #6 of 258 | [Dashlane.com](https://machinerelations.ai/index/domains/dashlane.com) | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #7 of 258 | [Lansweeper.com](https://machinerelations.ai/index/domains/lansweeper.com) | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #8 of 258 | [Manageengine.com](https://machinerelations.ai/index/domains/manageengine.com) | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #9 of 258 | [Merge.dev](https://machinerelations.ai/index/domains/merge.dev) | Vendor-owned source | 6.60% | 7 | 106 | 7 | Unavailable |
| #10 of 258 | [Nudgesecurity.com](https://machinerelations.ai/index/domains/nudgesecurity.com) | Other observed source | 5.66% | 6 | 106 | 7 | Unavailable |
| #11 of 258 | [Reco.ai](https://machinerelations.ai/index/domains/reco.ai) | Vendor-owned source | 5.66% | 6 | 106 | 7 | Unavailable |
| #12 of 258 | [Solutionsreview.com](https://machinerelations.ai/index/domains/solutionsreview.com) | Editorial publication | 5.66% | 6 | 106 | 7 | Unavailable |
| #13 of 258 | [Valencesecurity.com](https://machinerelations.ai/index/domains/valencesecurity.com) | Vendor-owned source | 5.66% | 6 | 106 | 7 | Unavailable |
| #14 of 258 | [1password.com](https://machinerelations.ai/index/domains/1password.com) | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #15 of 258 | [Axerosolutions.com](https://machinerelations.ai/index/domains/axerosolutions.com) | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #16 of 258 | [Cloudnuro.ai](https://machinerelations.ai/index/domains/cloudnuro.ai) | Vendor-owned source | 4.72% | 5 | 106 | 7 | Unavailable |
| #17 of 258 | [Gartner.com](https://machinerelations.ai/index/domains/gartner.com) | Analyst and consulting research | 4.72% | 5 | 106 | 7 | Unavailable |
| #18 of 258 | [Skyvia.com](https://machinerelations.ai/index/domains/skyvia.com) | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #19 of 258 | [TechRadar](https://machinerelations.ai/index/domains/techradar.com) | Editorial publication | 4.72% | 5 | 106 | 7 | Unavailable |
| #20 of 258 | [TechTarget](https://machinerelations.ai/index/domains/techtarget.com) | Editorial publication | 4.72% | 5 | 106 | 7 | Unavailable |
| #21 of 258 | [Toriihq.com](https://machinerelations.ai/index/domains/toriihq.com) | Vendor-owned source | 4.72% | 5 | 106 | 7 | Unavailable |
| #22 of 258 | [Coneksion.com](https://machinerelations.ai/index/domains/coneksion.com) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #23 of 258 | [Domo.com](https://machinerelations.ai/index/domains/domo.com) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #24 of 258 | [Jumpcloud.com](https://machinerelations.ai/index/domains/jumpcloud.com) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #25 of 258 | [Oneio.cloud](https://machinerelations.ai/index/domains/oneio.cloud) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #26 of 258 | [Secure.com](https://machinerelations.ai/index/domains/secure.com) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #27 of 258 | [Snohai.com](https://machinerelations.ai/index/domains/snohai.com) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #28 of 258 | [SourceForge](https://machinerelations.ai/index/domains/sourceforge.net) | Editorial publication | 3.77% | 4 | 106 | 7 | Unavailable |
| #29 of 258 | [Spendflo.com](https://machinerelations.ai/index/domains/spendflo.com) | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #30 of 258 | [Abloomify.com](https://machinerelations.ai/index/domains/abloomify.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #31 of 258 | [Adaptivesecurity.com](https://machinerelations.ai/index/domains/adaptivesecurity.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #32 of 258 | [Adobe.com](https://machinerelations.ai/index/domains/adobe.com) | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #33 of 258 | [Apple News](https://machinerelations.ai/index/domains/apple.com) | Editorial publication | 2.83% | 3 | 106 | 7 | Unavailable |
| #34 of 258 | [Atlassian.com](https://machinerelations.ai/index/domains/atlassian.com) | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #35 of 258 | [Auvik.com](https://machinerelations.ai/index/domains/auvik.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #36 of 258 | [Box.com](https://machinerelations.ai/index/domains/box.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #37 of 258 | [Cognidox.com](https://machinerelations.ai/index/domains/cognidox.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #38 of 258 | [Contentstack.io](https://machinerelations.ai/index/domains/contentstack.io) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #39 of 258 | [Cost-saver.co.uk](https://machinerelations.ai/index/domains/cost-saver.co.uk) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #40 of 258 | [D-tools.com](https://machinerelations.ai/index/domains/d-tools.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #41 of 258 | [Dckap.com](https://machinerelations.ai/index/domains/dckap.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #42 of 258 | [Dmacq.com](https://machinerelations.ai/index/domains/dmacq.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #43 of 258 | [Docr.co.uk](https://machinerelations.ai/index/domains/docr.co.uk) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #44 of 258 | [Dropbox.com](https://machinerelations.ai/index/domains/dropbox.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #45 of 258 | [Ecopiersolutions.com](https://machinerelations.ai/index/domains/ecopiersolutions.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #46 of 258 | [Everydaybudd.com](https://machinerelations.ai/index/domains/everydaybudd.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #47 of 258 | [Exalate.com](https://machinerelations.ai/index/domains/exalate.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #48 of 258 | [Gocancelit.com](https://machinerelations.ai/index/domains/gocancelit.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #49 of 258 | [Ibml.com](https://machinerelations.ai/index/domains/ibml.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #50 of 258 | [Itgsolutions.com](https://machinerelations.ai/index/domains/itgsolutions.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #51 of 258 | [Lastpass.com](https://machinerelations.ai/index/domains/lastpass.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #52 of 258 | [Mstusa.com](https://machinerelations.ai/index/domains/mstusa.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #53 of 258 | [Opex.com](https://machinerelations.ai/index/domains/opex.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #54 of 258 | [Optystack.ai](https://machinerelations.ai/index/domains/optystack.ai) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #55 of 258 | [Pages.dev](https://machinerelations.ai/index/domains/pages.dev) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #56 of 258 | [Paperwise.com](https://machinerelations.ai/index/domains/paperwise.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #57 of 258 | [Pdfreaderpro.com](https://machinerelations.ai/index/domains/pdfreaderpro.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #58 of 258 | [Qflow.com](https://machinerelations.ai/index/domains/qflow.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #59 of 258 | [Recurly.com](https://machinerelations.ai/index/domains/recurly.com) | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #60 of 258 | [Ripcord.com](https://machinerelations.ai/index/domains/ripcord.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #61 of 258 | [Softwareone.com](https://machinerelations.ai/index/domains/softwareone.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #62 of 258 | [Subtracker.io](https://machinerelations.ai/index/domains/subtracker.io) | Market and company database | 2.83% | 3 | 106 | 7 | Unavailable |
| #63 of 258 | [Sumnerone.com](https://machinerelations.ai/index/domains/sumnerone.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #64 of 258 | [Theecmconsultant.com](https://machinerelations.ai/index/domains/theecmconsultant.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #65 of 258 | [Trackmysubs.com](https://machinerelations.ai/index/domains/trackmysubs.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #66 of 258 | [Uibakery.io](https://machinerelations.ai/index/domains/uibakery.io) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #67 of 258 | [Usu.com](https://machinerelations.ai/index/domains/usu.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #68 of 258 | [Wrike.com](https://machinerelations.ai/index/domains/wrike.com) | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #69 of 258 | [Zluri.com](https://machinerelations.ai/index/domains/zluri.com) | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #70 of 258 | [Zylo.com](https://machinerelations.ai/index/domains/zylo.com) | Vendor-owned source | 2.83% | 3 | 106 | 7 | Unavailable |
| #71 of 258 | [Adeptia.com](https://machinerelations.ai/index/domains/adeptia.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #72 of 258 | [Adverity.com](https://machinerelations.ai/index/domains/adverity.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #73 of 258 | [Appliedinnovation.com](https://machinerelations.ai/index/domains/appliedinnovation.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #74 of 258 | [Assetgama.com](https://machinerelations.ai/index/domains/assetgama.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #75 of 258 | [Athento.com](https://machinerelations.ai/index/domains/athento.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #76 of 258 | [Atlariem.com](https://machinerelations.ai/index/domains/atlariem.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #77 of 258 | [Bindbee.dev](https://machinerelations.ai/index/domains/bindbee.dev) | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #78 of 258 | [Businesswith.com](https://machinerelations.ai/index/domains/businesswith.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #79 of 258 | [Cleo.com](https://machinerelations.ai/index/domains/cleo.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #80 of 258 | [Docusign.com](https://machinerelations.ai/index/domains/docusign.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #81 of 258 | [Farreachinc.com](https://machinerelations.ai/index/domains/farreachinc.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #82 of 258 | [Flexera.com](https://machinerelations.ai/index/domains/flexera.com) | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #83 of 258 | [Folderit.com](https://machinerelations.ai/index/domains/folderit.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #84 of 258 | [Getint.io](https://machinerelations.ai/index/domains/getint.io) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #85 of 258 | [Grip.security](https://machinerelations.ai/index/domains/grip.security) | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #86 of 258 | [Ibm.com](https://machinerelations.ai/index/domains/ibm.com) | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #87 of 258 | [Ironmountain.com](https://machinerelations.ai/index/domains/ironmountain.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #88 of 258 | [Microsoft.com](https://machinerelations.ai/index/domains/microsoft.com) | Vendor-owned source | 1.89% | 2 | 106 | 7 | Unavailable |
| #89 of 258 | [Mulesoft.com](https://machinerelations.ai/index/domains/mulesoft.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #90 of 258 | [Mylegalsoftware.com](https://machinerelations.ai/index/domains/mylegalsoftware.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #91 of 258 | [Notifsubs.com](https://machinerelations.ai/index/domains/notifsubs.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #92 of 258 | [Order.co](https://machinerelations.ai/index/domains/order.co) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #93 of 258 | [Planview.com](https://machinerelations.ai/index/domains/planview.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #94 of 258 | [Procuredesk.com](https://machinerelations.ai/index/domains/procuredesk.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #95 of 258 | [Pushsecurity.com](https://machinerelations.ai/index/domains/pushsecurity.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #96 of 258 | [Rapidionline.com](https://machinerelations.ai/index/domains/rapidionline.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #97 of 258 | [Setyl.com](https://machinerelations.ai/index/domains/setyl.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #98 of 258 | [Sharefile.com](https://machinerelations.ai/index/domains/sharefile.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #99 of 258 | [Spendleap.com](https://machinerelations.ai/index/domains/spendleap.com) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |
| #100 of 258 | [Stackiq.co](https://machinerelations.ai/index/domains/stackiq.co) | Other observed source | 1.89% | 2 | 106 | 7 | Unavailable |

## Citation

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.