Evidence floor met in this release.
Published segment leaderboard
Enterprise Software: Comparisons in the Machine Relations Index
This leaderboard uses only the Enterprise Software / Comparisons segment denominator: 235 observed answer runs across 12 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 |
|---|---|---|---|---|---|---|
| #1 of 305 | Erpfocus.comerpfocus.com | Other observed source | 14.47% | 34 | 235 | 12 |
| #2 of 305 | Erpresearch.comerpresearch.com | Market and company database | 14.04% | 33 | 235 | 12 |
| #3 of 305 | Atlassian.comatlassian.com | Vendor-owned source | 13.19% | 31 | 235 | 12 |
| #4 of 305 | LinkedInlinkedin.com | Community and social platform | 11.91% | 28 | 235 | 12 |
| #5 of 305 | Servicenow.comservicenow.com | Vendor-owned source | 11.49% | 27 | 235 | 12 |
| #6 of 305 | Rippling.comrippling.com | Vendor-owned source | 9.79% | 23 | 235 | 12 |
| #7 of 305 | TechTargettechtarget.com | Editorial publication | 9.79% | 23 | 235 | 12 |
| #8 of 305 | YouTubeyoutube.com | Search or media platform | 8.94% | 21 | 235 | 12 |
| #9 of 305 | Praecipio.compraecipio.com | Other observed source | 8.51% | 20 | 235 | 12 |
| #10 of 305 | Unleashedsoftware.comunleashedsoftware.com | Other observed source | 8.51% | 20 | 235 | 12 |
| #11 of 305 | Forbesforbes.com | Editorial publication | 8.09% | 19 | 235 | 12 |
| #12 of 305 | Cloudnuro.aicloudnuro.ai | Vendor-owned source | 6.81% | 16 | 235 | 12 |
| #13 of 305 | VKTR.comvktr.com | Editorial publication | 6.81% | 16 | 235 | 12 |
| #14 of 305 | Bcg.combcg.com | Analyst and consulting research | 6.38% | 15 | 235 | 12 |
| #15 of 305 | Bqe.combqe.com | Other observed source | 6.38% | 15 | 235 | 12 |
| #16 of 305 | Digitaladvisory.comdigitaladvisory.com | Other observed source | 6.38% | 15 | 235 | 12 |
| #17 of 305 | Digibee.comdigibee.com | Other observed source | 5.96% | 14 | 235 | 12 |
| #18 of 305 | Zapier.comzapier.com | Vendor-owned source | 5.53% | 13 | 235 | 12 |
| #19 of 305 | Multiplierhq.commultiplierhq.com | Other observed source | 5.11% | 12 | 235 | 12 |
| #20 of 305 | Perisoft.com.auperisoft.com.au | Other observed source | 5.11% | 12 | 235 | 12 |
| #21 of 305 | Sap.comsap.com | Other observed source | 5.11% | 12 | 235 | 12 |
| #22 of 305 | Srijaninstitute.comsrijaninstitute.com | Other observed source | 5.11% | 12 | 235 | 12 |
| #23 of 305 | Beeline.combeeline.com | Other observed source | 4.68% | 11 | 235 | 12 |
| #24 of 305 | Deviniti.comdeviniti.com | Other observed source | 4.68% | 11 | 235 | 12 |
| #25 of 305 | Okta.comokta.com | Other observed source | 4.68% | 11 | 235 | 12 |
| #26 of 305 | Ones.comones.com | Other observed source | 4.68% | 11 | 235 | 12 |
| #27 of 305 | Openvpn.netopenvpn.net | Other observed source | 4.68% | 11 | 235 | 12 |
| #28 of 305 | Ptc.comptc.com | Other observed source | 4.68% | 11 | 235 | 12 |
| #29 of 305 | Surveycto.comsurveycto.com | Other observed source | 4.68% | 11 | 235 | 12 |
| #30 of 305 | TechRepublictechrepublic.com | Editorial publication | 4.68% | 11 | 235 | 12 |
| #31 of 305 | Thectoclub.comthectoclub.com | Other observed source | 4.68% | 11 | 235 | 12 |
| #32 of 305 | Citeables.comciteables.com | Community and social platform | 4.26% | 10 | 235 | 12 |
| #33 of 305 | Entri.appentri.app | Other observed source | 4.26% | 10 | 235 | 12 |
| #34 of 305 | Flectic.comflectic.com | Other observed source | 4.26% | 10 | 235 | 12 |
| #35 of 305 | Kellton.comkellton.com | Other observed source | 4.26% | 10 | 235 | 12 |
| #36 of 305 | Lets-viz.comlets-viz.com | Other observed source | 4.26% | 10 | 235 | 12 |
| #37 of 305 | Technologyadvice.comtechnologyadvice.com | Market and company database | 4.26% | 10 | 235 | 12 |
| #38 of 305 | Zip.comzip.com | Other observed source | 4.26% | 10 | 235 | 12 |
| #39 of 305 | Automation-consultants.comautomation-consultants.com | Other observed source | 3.83% | 9 | 235 | 12 |
| #40 of 305 | Hicx.comhicx.com | Vendor-owned source | 3.83% | 9 | 235 | 12 |
| #41 of 305 | Magnolia-cms.commagnolia-cms.com | Other observed source | 3.83% | 9 | 235 | 12 |
| #42 of 305 | Reco.aireco.ai | Vendor-owned source | 3.83% | 9 | 235 | 12 |
| #43 of 305 | Revenue.iorevenue.io | Other observed source | 3.83% | 9 | 235 | 12 |
| #44 of 305 | Salesforce Bensalesforceben.com | Editorial publication | 3.83% | 9 | 235 | 12 |
| #45 of 305 | Aspect.comaspect.com | Other observed source | 3.40% | 8 | 235 | 12 |
| #46 of 305 | Console.comconsole.com | Other observed source | 3.40% | 8 | 235 | 12 |
| #47 of 305 | Featurebase.appfeaturebase.app | Other observed source | 3.40% | 8 | 235 | 12 |
| #48 of 305 | Influencers-time.cominfluencers-time.com | Other observed source | 3.40% | 8 | 235 | 12 |
| #49 of 305 | Marketron.commarketron.com | Other observed source | 3.40% | 8 | 235 | 12 |
| #50 of 305 | Monday.commonday.com | Vendor-owned source | 3.40% | 8 | 235 | 12 |
| #51 of 305 | Sotatek.comsotatek.com | Other observed source | 3.40% | 8 | 235 | 12 |
| #52 of 305 | Sysgenpro.comsysgenpro.com | Vendor-owned source | 3.40% | 8 | 235 | 12 |
| #53 of 305 | TechRadartechradar.com | Editorial publication | 3.40% | 8 | 235 | 12 |
| #54 of 305 | Adamtheautomator.comadamtheautomator.com | Other observed source | 2.98% | 7 | 235 | 12 |
| #55 of 305 | Cloudywave.comcloudywave.com | Other observed source | 2.98% | 7 | 235 | 12 |
| #56 of 305 | Deltek.comdeltek.com | Other observed source | 2.98% | 7 | 235 | 12 |
| #57 of 305 | Erp-pilot.comerp-pilot.com | Other observed source | 2.98% | 7 | 235 | 12 |
| #58 of 305 | Laminarsync.comlaminarsync.com | Other observed source | 2.98% | 7 | 235 | 12 |
| #59 of 305 | Panorama-consulting.companorama-consulting.com | Analyst and consulting research | 2.98% | 7 | 235 | 12 |
| #60 of 305 | Redditreddit.com | Community and social platform | 2.98% | 7 | 235 | 12 |
| #61 of 305 | Safetyscope.eusafetyscope.eu | Other observed source | 2.98% | 7 | 235 | 12 |
| #62 of 305 | Suretysystems.comsuretysystems.com | Other observed source | 2.98% | 7 | 235 | 12 |
| #63 of 305 | Systemdivers.comsystemdivers.com | Other observed source | 2.98% | 7 | 235 | 12 |
| #64 of 305 | Technologymatch.comtechnologymatch.com | Other observed source | 2.98% | 7 | 235 | 12 |
| #65 of 305 | Ziphq.comziphq.com | Other observed source | 2.98% | 7 | 235 | 12 |
| #66 of 305 | Acevedocorp.comacevedocorp.com | Other observed source | 2.55% | 6 | 235 | 12 |
| #67 of 305 | Bird.combird.com | Other observed source | 2.55% | 6 | 235 | 12 |
| #68 of 305 | Ekfrazo.comekfrazo.com | Other observed source | 2.55% | 6 | 235 | 12 |
| #69 of 305 | Facephi.comfacephi.com | Other observed source | 2.55% | 6 | 235 | 12 |
| #70 of 305 | Finsync.comfinsync.com | Other observed source | 2.55% | 6 | 235 | 12 |
| #71 of 305 | Gartner.comgartner.com | Analyst and consulting research | 2.55% | 6 | 235 | 12 |
| #72 of 305 | Help-desk-migration.comhelp-desk-migration.com | Other observed source | 2.55% | 6 | 235 | 12 |
| #73 of 305 | Microsoft.commicrosoft.com | Vendor-owned source | 2.55% | 6 | 235 | 12 |
| #74 of 305 | Naviant.comnaviant.com | Other observed source | 2.55% | 6 | 235 | 12 |
| #75 of 305 | Pinnacledxb.compinnacledxb.com | Other observed source | 2.55% | 6 | 235 | 12 |
| #76 of 305 | Struto.iostruto.io | Other observed source | 2.55% | 6 | 235 | 12 |
| #77 of 305 | Tec-tel.comtec-tel.com | Other observed source | 2.55% | 6 | 235 | 12 |
| #78 of 305 | Thevendor.aithevendor.ai | Other observed source | 2.55% | 6 | 235 | 12 |
| #79 of 305 | Vendorbenchmark.comvendorbenchmark.com | Other observed source | 2.55% | 6 | 235 | 12 |
| #80 of 305 | Xamai.comxamai.com | Other observed source | 2.55% | 6 | 235 | 12 |
| #81 of 305 | Bestfirms.orgbestfirms.org | Other observed source | 2.13% | 5 | 235 | 12 |
| #82 of 305 | Cleverence.comcleverence.com | Other observed source | 2.13% | 5 | 235 | 12 |
| #83 of 305 | ContentWavecontentwave.net | Editorial publication | 2.13% | 5 | 235 | 12 |
| #84 of 305 | Deelo.aideelo.ai | Other observed source | 2.13% | 5 | 235 | 12 |
| #85 of 305 | Dynamicweb.comdynamicweb.com | Other observed source | 2.13% | 5 | 235 | 12 |
| #86 of 305 | ERP Todayerp.today | Editorial publication | 2.13% | 5 | 235 | 12 |
| #87 of 305 | Flexi.comflexi.com | Other observed source | 2.13% | 5 | 235 | 12 |
| #88 of 305 | Hubspot.nethubspot.net | Other observed source | 2.13% | 5 | 235 | 12 |
| #89 of 305 | Hurix.comhurix.com | Other observed source | 2.13% | 5 | 235 | 12 |
| #90 of 305 | OpenReviewopenreview.net | Academic and government source | 2.13% | 5 | 235 | 12 |
| #91 of 305 | Oracle.comoracle.com | Vendor-owned source | 2.13% | 5 | 235 | 12 |
| #92 of 305 | Roofr.comroofr.com | Other observed source | 2.13% | 5 | 235 | 12 |
| #93 of 305 | Smartsuite.comsmartsuite.com | Other observed source | 2.13% | 5 | 235 | 12 |
| #94 of 305 | Thenegotiationexperts.comthenegotiationexperts.com | Other observed source | 2.13% | 5 | 235 | 12 |
| #95 of 305 | Vantagepoint.iovantagepoint.io | Other observed source | 2.13% | 5 | 235 | 12 |
| #96 of 305 | Virteva.comvirteva.com | Other observed source | 2.13% | 5 | 235 | 12 |
| #97 of 305 | Ambivo.comambivo.com | Other observed source | 1.70% | 4 | 235 | 12 |
| #98 of 305 | Ardoq.comardoq.com | Other observed source | 1.70% | 4 | 235 | 12 |
| #99 of 305 | Commercetools.comcommercetools.com | Other observed source | 1.70% | 4 | 235 | 12 |
| #100 of 305 | Cribl.iocribl.io | Vendor-owned source | 1.70% | 4 | 235 | 12 |
Showing the first 100 rows from 305 observed domains.
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Enterprise Software / Comparisons: 305 observed source domains in the leaderboard, measured on 235 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/x_vs_y. CC BY 4.0.Parrott, J. (2026). Enterprise Software / Comparisons 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/x_vs_y https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mrienterprisesoftwarexvsy,
author = {Parrott, Jaxon},
title = {Enterprise Software / Comparisons 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/x_vs_y},
doi = {10.5281/zenodo.23652423},
license = {CC-BY-4.0},
note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}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.