Evidence floor met in this release.
CybersecurityStatePublished Observed runs131 Run dates7 Observed domains325
Published segment leaderboard
Cybersecurity: How buyers choose in the Machine Relations Index
This leaderboard uses only the Cybersecurity / How buyers choose segment denominator: 131 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 325 | Microsoft.commicrosoft.com | Vendor-owned source | 21.37% | 28 | 131 | 7 | Unavailable |
| #2 of 325 | Redditreddit.com | Community and social platform | 18.32% | 24 | 131 | 7 | Unavailable |
| #3 of 325 | Jumpcloud.comjumpcloud.com | Other observed source | 15.27% | 20 | 131 | 7 | Unavailable |
| #4 of 325 | Kaseya.comkaseya.com | Other observed source | 15.27% | 20 | 131 | 7 | Unavailable |
| #5 of 325 | Expel.comexpel.com | Other observed source | 10.69% | 14 | 131 | 7 | Unavailable |
| #6 of 325 | Sentinelone.comsentinelone.com | Vendor-owned source | 10.69% | 14 | 131 | 7 | Unavailable |
| #7 of 325 | Defysecurity.comdefysecurity.com | Other observed source | 9.16% | 12 | 131 | 7 | Unavailable |
| #8 of 325 | Soc2auditors.orgsoc2auditors.org | Other observed source | 9.16% | 12 | 131 | 7 | Unavailable |
| #9 of 325 | Cynet.comcynet.com | Vendor-owned source | 8.40% | 11 | 131 | 7 | Unavailable |
| #10 of 325 | Majorkeytech.commajorkeytech.com | Other observed source | 8.40% | 11 | 131 | 7 | Unavailable |
| #11 of 325 | YouTubeyoutube.com | Search or media platform | 8.40% | 11 | 131 | 7 | Unavailable |
| #12 of 325 | Linfordco.comlinfordco.com | Other observed source | 7.63% | 10 | 131 | 7 | Unavailable |
| #13 of 325 | N-able.comn-able.com | Other observed source | 7.63% | 10 | 131 | 7 | Unavailable |
| #14 of 325 | TechTargettechtarget.com | Editorial publication | 7.63% | 10 | 131 | 7 | Unavailable |
| #15 of 325 | Corma.iocorma.io | Other observed source | 6.87% | 9 | 131 | 7 | Unavailable |
| #16 of 325 | Hicomply.comhicomply.com | Other observed source | 6.11% | 8 | 131 | 7 | Unavailable |
| #17 of 325 | LinkedInlinkedin.com | Community and social platform | 6.11% | 8 | 131 | 7 | Unavailable |
| #18 of 325 | Wiz.iowiz.io | Vendor-owned source | 6.11% | 8 | 131 | 7 | Unavailable |
| #19 of 325 | Brightdefense.combrightdefense.com | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #20 of 325 | Oloid.comoloid.com | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #21 of 325 | Supertokens.comsupertokens.com | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #22 of 325 | Uberether.comuberether.com | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #23 of 325 | Airmdr.comairmdr.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #24 of 325 | Censinet.comcensinet.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #25 of 325 | Descope.comdescope.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #26 of 325 | Everykey.comeverykey.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #27 of 325 | Fortinet.comfortinet.com | Vendor-owned source | 4.58% | 6 | 131 | 7 | Unavailable |
| #28 of 325 | Github.comgithub.com | Community and social platform | 4.58% | 6 | 131 | 7 | Unavailable |
| #29 of 325 | Idmworks.comidmworks.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #30 of 325 | Infisign.aiinfisign.ai | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #31 of 325 | Mediummedium.com | Editorial publication | 4.58% | 6 | 131 | 7 | Unavailable |
| #32 of 325 | Nhimg.orgnhimg.org | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #33 of 325 | Qapiplus.comqapiplus.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #34 of 325 | Secure.comsecure.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #35 of 325 | Sisa.aisisa.ai | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #36 of 325 | Startwithidentity.comstartwithidentity.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #37 of 325 | Cast.aicast.ai | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #38 of 325 | Cerbos.devcerbos.dev | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #39 of 325 | Expertinsights.comexpertinsights.com | Market and company database | 3.82% | 5 | 131 | 7 | Unavailable |
| #40 of 325 | Isms.onlineisms.online | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #41 of 325 | Rapid7.comrapid7.com | Vendor-owned source | 3.82% | 5 | 131 | 7 | Unavailable |
| #42 of 325 | Ratemysoc.comratemysoc.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #43 of 325 | Secureauth.comsecureauth.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #44 of 325 | Splashtop.comsplashtop.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #45 of 325 | Technologymatch.comtechnologymatch.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #46 of 325 | Viewpointanalysis.comviewpointanalysis.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #47 of 325 | Youtube.com/@cloudeaglecommunityyoutube.com/@cloudeaglecommunity | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #48 of 325 | Zipsec.comzipsec.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #49 of 325 | Authio.comauthio.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #50 of 325 | Avatier.comavatier.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #51 of 325 | Cayosoft.comcayosoft.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #52 of 325 | Curity.iocurity.io | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #53 of 325 | Cyberstash.comcyberstash.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #54 of 325 | Drata.comdrata.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #55 of 325 | Expertchoice.comexpertchoice.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #56 of 325 | Hypr.comhypr.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #57 of 325 | Infoservetec.cominfoservetec.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #58 of 325 | Levelaccess.comlevelaccess.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #59 of 325 | Okta.comokta.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #60 of 325 | Optro.aioptro.ai | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #61 of 325 | Pingidentity.compingidentity.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #62 of 325 | Quest.comquest.com | Vendor-owned source | 3.05% | 4 | 131 | 7 | Unavailable |
| #63 of 325 | Scalefusion.comscalefusion.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #64 of 325 | Scworld.comscworld.com | Editorial publication | 3.05% | 4 | 131 | 7 | Unavailable |
| #65 of 325 | Semperis.comsemperis.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #66 of 325 | Univention.comunivention.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #67 of 325 | Vanta.comvanta.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #68 of 325 | Amazon.comamazon.com | Editorial publication | 2.29% | 3 | 131 | 7 | Unavailable |
| #69 of 325 | Atticusrowan.comatticusrowan.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #70 of 325 | Coherence.uscoherence.us | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #71 of 325 | Complyjet.comcomplyjet.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #72 of 325 | Cyrebro.iocyrebro.io | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #73 of 325 | Decryptiondigest.comdecryptiondigest.com | Editorial publication | 2.29% | 3 | 131 | 7 | Unavailable |
| #74 of 325 | Dev.todev.to | Community and social platform | 2.29% | 3 | 131 | 7 | Unavailable |
| #75 of 325 | Efros.comefros.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #76 of 325 | Forenova.comforenova.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #77 of 325 | Guptadeepak.comguptadeepak.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #78 of 325 | Gwcnetworks.comgwcnetworks.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #79 of 325 | Iamroadmap.comiamroadmap.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #80 of 325 | Identityplane.comidentityplane.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #81 of 325 | Larsco.comlarsco.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #82 of 325 | Loginradius.comloginradius.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #83 of 325 | Manageengine.commanageengine.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #84 of 325 | Meriplex.commeriplex.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #85 of 325 | Nocdoc.comnocdoc.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #86 of 325 | Onelogin.comonelogin.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #87 of 325 | Paratuscybersec.comparatuscybersec.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #88 of 325 | Rippling.comrippling.com | Vendor-owned source | 2.29% | 3 | 131 | 7 | Unavailable |
| #89 of 325 | Scrut.ioscrut.io | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #90 of 325 | Secureframe.comsecureframe.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #91 of 325 | Secureleap.techsecureleap.tech | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #92 of 325 | Sprinto.comsprinto.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #93 of 325 | Strata.iostrata.io | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #94 of 325 | Tbmcybersecurity.comtbmcybersecurity.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #95 of 325 | Techprescient.comtechprescient.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #96 of 325 | Underdefense.comunderdefense.com | Editorial publication | 2.29% | 3 | 131 | 7 | Unavailable |
| #97 of 325 | Veganext.comveganext.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #98 of 325 | Venn.comvenn.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #99 of 325 | Windowsmanagementexperts.comwindowsmanagementexperts.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #100 of 325 | Workos.comworkos.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
Showing the first 100 rows from 325 observed domains.
Release and boundary
How to cite this segment
Cybersecurity / How buyers choose: 325 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/cybersecurity/how_choose.
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.