# Cybersecurity: How buyers choose in the Machine Relations Index

Canonical URL: 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.

This is the public leaderboard for the exact Cybersecurity / How buyers choose segment. Rates use the segment denominator only: 131 observed runs across 7 dates.

| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates | Confidence |
|---|---|---|---:|---:|---:|---:|---|
| #1 of 325 | [Microsoft.com](https://machinerelations.ai/index/domains/microsoft.com) | Vendor-owned source | 21.37% | 28 | 131 | 7 | Unavailable |
| #2 of 325 | [Reddit](https://machinerelations.ai/index/domains/reddit.com) | Community and social platform | 18.32% | 24 | 131 | 7 | Unavailable |
| #3 of 325 | [Jumpcloud.com](https://machinerelations.ai/index/domains/jumpcloud.com) | Other observed source | 15.27% | 20 | 131 | 7 | Unavailable |
| #4 of 325 | [Kaseya.com](https://machinerelations.ai/index/domains/kaseya.com) | Other observed source | 15.27% | 20 | 131 | 7 | Unavailable |
| #5 of 325 | [Expel.com](https://machinerelations.ai/index/domains/expel.com) | Other observed source | 10.69% | 14 | 131 | 7 | Unavailable |
| #6 of 325 | [Sentinelone.com](https://machinerelations.ai/index/domains/sentinelone.com) | Vendor-owned source | 10.69% | 14 | 131 | 7 | Unavailable |
| #7 of 325 | [Defysecurity.com](https://machinerelations.ai/index/domains/defysecurity.com) | Other observed source | 9.16% | 12 | 131 | 7 | Unavailable |
| #8 of 325 | [Soc2auditors.org](https://machinerelations.ai/index/domains/soc2auditors.org) | Other observed source | 9.16% | 12 | 131 | 7 | Unavailable |
| #9 of 325 | [Cynet.com](https://machinerelations.ai/index/domains/cynet.com) | Vendor-owned source | 8.40% | 11 | 131 | 7 | Unavailable |
| #10 of 325 | [Majorkeytech.com](https://machinerelations.ai/index/domains/majorkeytech.com) | Other observed source | 8.40% | 11 | 131 | 7 | Unavailable |
| #11 of 325 | [YouTube](https://machinerelations.ai/index/domains/youtube.com) | Search or media platform | 8.40% | 11 | 131 | 7 | Unavailable |
| #12 of 325 | [Linfordco.com](https://machinerelations.ai/index/domains/linfordco.com) | Other observed source | 7.63% | 10 | 131 | 7 | Unavailable |
| #13 of 325 | [N-able.com](https://machinerelations.ai/index/domains/n-able.com) | Other observed source | 7.63% | 10 | 131 | 7 | Unavailable |
| #14 of 325 | [TechTarget](https://machinerelations.ai/index/domains/techtarget.com) | Editorial publication | 7.63% | 10 | 131 | 7 | Unavailable |
| #15 of 325 | [Corma.io](https://machinerelations.ai/index/domains/corma.io) | Other observed source | 6.87% | 9 | 131 | 7 | Unavailable |
| #16 of 325 | [Hicomply.com](https://machinerelations.ai/index/domains/hicomply.com) | Other observed source | 6.11% | 8 | 131 | 7 | Unavailable |
| #17 of 325 | [LinkedIn](https://machinerelations.ai/index/domains/linkedin.com) | Community and social platform | 6.11% | 8 | 131 | 7 | Unavailable |
| #18 of 325 | [Wiz.io](https://machinerelations.ai/index/domains/wiz.io) | Vendor-owned source | 6.11% | 8 | 131 | 7 | Unavailable |
| #19 of 325 | [Brightdefense.com](https://machinerelations.ai/index/domains/brightdefense.com) | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #20 of 325 | [Oloid.com](https://machinerelations.ai/index/domains/oloid.com) | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #21 of 325 | [Supertokens.com](https://machinerelations.ai/index/domains/supertokens.com) | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #22 of 325 | [Uberether.com](https://machinerelations.ai/index/domains/uberether.com) | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #23 of 325 | [Airmdr.com](https://machinerelations.ai/index/domains/airmdr.com) | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #24 of 325 | [Censinet.com](https://machinerelations.ai/index/domains/censinet.com) | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #25 of 325 | [Descope.com](https://machinerelations.ai/index/domains/descope.com) | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #26 of 325 | [Everykey.com](https://machinerelations.ai/index/domains/everykey.com) | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #27 of 325 | [Fortinet.com](https://machinerelations.ai/index/domains/fortinet.com) | Vendor-owned source | 4.58% | 6 | 131 | 7 | Unavailable |
| #28 of 325 | [Github.com](https://machinerelations.ai/index/domains/github.com) | Community and social platform | 4.58% | 6 | 131 | 7 | Unavailable |
| #29 of 325 | [Idmworks.com](https://machinerelations.ai/index/domains/idmworks.com) | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #30 of 325 | [Infisign.ai](https://machinerelations.ai/index/domains/infisign.ai) | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #31 of 325 | [Medium](https://machinerelations.ai/index/domains/medium.com) | Editorial publication | 4.58% | 6 | 131 | 7 | Unavailable |
| #32 of 325 | [Nhimg.org](https://machinerelations.ai/index/domains/nhimg.org) | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #33 of 325 | [Qapiplus.com](https://machinerelations.ai/index/domains/qapiplus.com) | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #34 of 325 | [Secure.com](https://machinerelations.ai/index/domains/secure.com) | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #35 of 325 | [Sisa.ai](https://machinerelations.ai/index/domains/sisa.ai) | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #36 of 325 | [Startwithidentity.com](https://machinerelations.ai/index/domains/startwithidentity.com) | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #37 of 325 | [Cast.ai](https://machinerelations.ai/index/domains/cast.ai) | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #38 of 325 | [Cerbos.dev](https://machinerelations.ai/index/domains/cerbos.dev) | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #39 of 325 | [Expertinsights.com](https://machinerelations.ai/index/domains/expertinsights.com) | Market and company database | 3.82% | 5 | 131 | 7 | Unavailable |
| #40 of 325 | [Isms.online](https://machinerelations.ai/index/domains/isms.online) | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #41 of 325 | [Rapid7.com](https://machinerelations.ai/index/domains/rapid7.com) | Vendor-owned source | 3.82% | 5 | 131 | 7 | Unavailable |
| #42 of 325 | [Ratemysoc.com](https://machinerelations.ai/index/domains/ratemysoc.com) | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #43 of 325 | [Secureauth.com](https://machinerelations.ai/index/domains/secureauth.com) | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #44 of 325 | [Splashtop.com](https://machinerelations.ai/index/domains/splashtop.com) | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #45 of 325 | [Technologymatch.com](https://machinerelations.ai/index/domains/technologymatch.com) | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #46 of 325 | [Viewpointanalysis.com](https://machinerelations.ai/index/domains/viewpointanalysis.com) | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #47 of 325 | [Youtube.com/@cloudeaglecommunity](https://machinerelations.ai/index/domains/youtube.com%2F%40cloudeaglecommunity) | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #48 of 325 | [Zipsec.com](https://machinerelations.ai/index/domains/zipsec.com) | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #49 of 325 | [Authio.com](https://machinerelations.ai/index/domains/authio.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #50 of 325 | [Avatier.com](https://machinerelations.ai/index/domains/avatier.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #51 of 325 | [Cayosoft.com](https://machinerelations.ai/index/domains/cayosoft.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #52 of 325 | [Curity.io](https://machinerelations.ai/index/domains/curity.io) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #53 of 325 | [Cyberstash.com](https://machinerelations.ai/index/domains/cyberstash.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #54 of 325 | [Drata.com](https://machinerelations.ai/index/domains/drata.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #55 of 325 | [Expertchoice.com](https://machinerelations.ai/index/domains/expertchoice.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #56 of 325 | [Hypr.com](https://machinerelations.ai/index/domains/hypr.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #57 of 325 | [Infoservetec.com](https://machinerelations.ai/index/domains/infoservetec.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #58 of 325 | [Levelaccess.com](https://machinerelations.ai/index/domains/levelaccess.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #59 of 325 | [Okta.com](https://machinerelations.ai/index/domains/okta.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #60 of 325 | [Optro.ai](https://machinerelations.ai/index/domains/optro.ai) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #61 of 325 | [Pingidentity.com](https://machinerelations.ai/index/domains/pingidentity.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #62 of 325 | [Quest.com](https://machinerelations.ai/index/domains/quest.com) | Vendor-owned source | 3.05% | 4 | 131 | 7 | Unavailable |
| #63 of 325 | [Scalefusion.com](https://machinerelations.ai/index/domains/scalefusion.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #64 of 325 | [Scworld.com](https://machinerelations.ai/index/domains/scworld.com) | Editorial publication | 3.05% | 4 | 131 | 7 | Unavailable |
| #65 of 325 | [Semperis.com](https://machinerelations.ai/index/domains/semperis.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #66 of 325 | [Univention.com](https://machinerelations.ai/index/domains/univention.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #67 of 325 | [Vanta.com](https://machinerelations.ai/index/domains/vanta.com) | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #68 of 325 | [Amazon.com](https://machinerelations.ai/index/domains/amazon.com) | Editorial publication | 2.29% | 3 | 131 | 7 | Unavailable |
| #69 of 325 | [Atticusrowan.com](https://machinerelations.ai/index/domains/atticusrowan.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #70 of 325 | [Coherence.us](https://machinerelations.ai/index/domains/coherence.us) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #71 of 325 | [Complyjet.com](https://machinerelations.ai/index/domains/complyjet.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #72 of 325 | [Cyrebro.io](https://machinerelations.ai/index/domains/cyrebro.io) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #73 of 325 | [Decryptiondigest.com](https://machinerelations.ai/index/domains/decryptiondigest.com) | Editorial publication | 2.29% | 3 | 131 | 7 | Unavailable |
| #74 of 325 | [Dev.to](https://machinerelations.ai/index/domains/dev.to) | Community and social platform | 2.29% | 3 | 131 | 7 | Unavailable |
| #75 of 325 | [Efros.com](https://machinerelations.ai/index/domains/efros.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #76 of 325 | [Forenova.com](https://machinerelations.ai/index/domains/forenova.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #77 of 325 | [Guptadeepak.com](https://machinerelations.ai/index/domains/guptadeepak.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #78 of 325 | [Gwcnetworks.com](https://machinerelations.ai/index/domains/gwcnetworks.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #79 of 325 | [Iamroadmap.com](https://machinerelations.ai/index/domains/iamroadmap.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #80 of 325 | [Identityplane.com](https://machinerelations.ai/index/domains/identityplane.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #81 of 325 | [Larsco.com](https://machinerelations.ai/index/domains/larsco.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #82 of 325 | [Loginradius.com](https://machinerelations.ai/index/domains/loginradius.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #83 of 325 | [Manageengine.com](https://machinerelations.ai/index/domains/manageengine.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #84 of 325 | [Meriplex.com](https://machinerelations.ai/index/domains/meriplex.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #85 of 325 | [Nocdoc.com](https://machinerelations.ai/index/domains/nocdoc.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #86 of 325 | [Onelogin.com](https://machinerelations.ai/index/domains/onelogin.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #87 of 325 | [Paratuscybersec.com](https://machinerelations.ai/index/domains/paratuscybersec.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #88 of 325 | [Rippling.com](https://machinerelations.ai/index/domains/rippling.com) | Vendor-owned source | 2.29% | 3 | 131 | 7 | Unavailable |
| #89 of 325 | [Scrut.io](https://machinerelations.ai/index/domains/scrut.io) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #90 of 325 | [Secureframe.com](https://machinerelations.ai/index/domains/secureframe.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #91 of 325 | [Secureleap.tech](https://machinerelations.ai/index/domains/secureleap.tech) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #92 of 325 | [Sprinto.com](https://machinerelations.ai/index/domains/sprinto.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #93 of 325 | [Strata.io](https://machinerelations.ai/index/domains/strata.io) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #94 of 325 | [Tbmcybersecurity.com](https://machinerelations.ai/index/domains/tbmcybersecurity.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #95 of 325 | [Techprescient.com](https://machinerelations.ai/index/domains/techprescient.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #96 of 325 | [Underdefense.com](https://machinerelations.ai/index/domains/underdefense.com) | Editorial publication | 2.29% | 3 | 131 | 7 | Unavailable |
| #97 of 325 | [Veganext.com](https://machinerelations.ai/index/domains/veganext.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #98 of 325 | [Venn.com](https://machinerelations.ai/index/domains/venn.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #99 of 325 | [Windowsmanagementexperts.com](https://machinerelations.ai/index/domains/windowsmanagementexperts.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #100 of 325 | [Workos.com](https://machinerelations.ai/index/domains/workos.com) | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |

## Citation

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.