Evidence floor met in this release.
CybersecurityStatePublished Observed runs623 Run dates54 Observed domains1,340
Published segment leaderboard
Cybersecurity: News-driven citations in the Machine Relations Index
This leaderboard uses only the Cybersecurity / News-driven citations segment denominator: 623 observed answer runs across 54 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 1,340 | Paloaltonetworks.compaloaltonetworks.com | Vendor-owned source | 13.00% | 81 | 623 | 54 | Unavailable |
| #2 of 1,340 | Sentinelone.comsentinelone.com | Vendor-owned source | 12.04% | 75 | 623 | 54 | Unavailable |
| #3 of 1,340 | Microsoft.commicrosoft.com | Vendor-owned source | 9.15% | 57 | 623 | 54 | Unavailable |
| #4 of 1,340 | Gartner.comgartner.com | Analyst and consulting research | 8.99% | 56 | 623 | 54 | Unavailable |
| #5 of 1,340 | Crowdstrike.comcrowdstrike.com | Vendor-owned source | 8.19% | 51 | 623 | 54 | Unavailable |
| #6 of 1,340 | Crunchbase.comcrunchbase.com | Market and company database | 7.70% | 48 | 623 | 54 | Unavailable |
| #7 of 1,340 | Securityweek.comsecurityweek.com | Editorial publication | 7.06% | 44 | 623 | 54 | Unavailable |
| #8 of 1,340 | Fortinet.comfortinet.com | Vendor-owned source | 6.90% | 43 | 623 | 54 | Unavailable |
| #9 of 1,340 | LinkedInlinkedin.com | Community and social platform | 6.42% | 40 | 623 | 54 | Unavailable |
| #10 of 1,340 | Redditreddit.com | Community and social platform | 5.94% | 37 | 623 | 54 | Unavailable |
| #11 of 1,340 | Zscaler.comzscaler.com | Vendor-owned source | 5.14% | 32 | 623 | 54 | Unavailable |
| #12 of 1,340 | Elisity.comelisity.com | Vendor-owned source | 4.98% | 31 | 623 | 54 | Unavailable |
| #13 of 1,340 | Infosecurity-magazine.cominfosecurity-magazine.com | Editorial publication | 4.98% | 31 | 623 | 54 | Unavailable |
| #14 of 1,340 | Crn.comcrn.com | Editorial publication | 4.82% | 30 | 623 | 54 | Unavailable |
| #15 of 1,340 | Topstartups.iotopstartups.io | Market and company database | 4.82% | 30 | 623 | 54 | Unavailable |
| #16 of 1,340 | Checkpoint.comcheckpoint.com | Vendor-owned source | 4.65% | 29 | 623 | 54 | Unavailable |
| #17 of 1,340 | Wiz.iowiz.io | Vendor-owned source | 4.49% | 28 | 623 | 54 | Unavailable |
| #18 of 1,340 | Fortunebusinessinsights.comfortunebusinessinsights.com | Market and company database | 4.17% | 26 | 623 | 54 | Unavailable |
| #19 of 1,340 | Nordlayer.comnordlayer.com | Editorial publication | 4.17% | 26 | 623 | 54 | Unavailable |
| #20 of 1,340 | Securityscorecard.comsecurityscorecard.com | Editorial publication | 4.17% | 26 | 623 | 54 | Unavailable |
| #21 of 1,340 | Failory.comfailory.com | Market and company database | 4.01% | 25 | 623 | 54 | Unavailable |
| #22 of 1,340 | Huntress.comhuntress.com | Vendor-owned source | 4.01% | 25 | 623 | 54 | Unavailable |
| #23 of 1,340 | Ibm.comibm.com | Vendor-owned source | 3.85% | 24 | 623 | 54 | Unavailable |
| #24 of 1,340 | Landbase.comlandbase.com | Vendor-owned source | 3.85% | 24 | 623 | 54 | Unavailable |
| #25 of 1,340 | Tech-insider.orgtech-insider.org | Editorial publication | 3.85% | 24 | 623 | 54 | Unavailable |
| #26 of 1,340 | Stellarcyber.aistellarcyber.ai | Vendor-owned source | 3.69% | 23 | 623 | 54 | Unavailable |
| #27 of 1,340 | TechRadartechradar.com | Editorial publication | 3.69% | 23 | 623 | 54 | Unavailable |
| #28 of 1,340 | Axios.comaxios.com | Editorial publication | 3.53% | 22 | 623 | 54 | Unavailable |
| #29 of 1,340 | Cynet.comcynet.com | Vendor-owned source | 3.53% | 22 | 623 | 54 | Unavailable |
| #30 of 1,340 | Exabeam.comexabeam.com | Other observed source | 3.53% | 22 | 623 | 54 | Unavailable |
| #31 of 1,340 | G2g2.com | Market and company database | 3.53% | 22 | 623 | 54 | Unavailable |
| #32 of 1,340 | Marketsandmarkets.commarketsandmarkets.com | Market and company database | 3.53% | 22 | 623 | 54 | Unavailable |
| #33 of 1,340 | Calcalistech.comcalcalistech.com | Editorial publication | 3.37% | 21 | 623 | 54 | Unavailable |
| #34 of 1,340 | Substack.comsubstack.com | Community and social platform | 3.37% | 21 | 623 | 54 | Unavailable |
| #35 of 1,340 | Trendmicro.comtrendmicro.com | Vendor-owned source | 3.37% | 21 | 623 | 54 | Unavailable |
| #36 of 1,340 | Cybermagazine.comcybermagazine.com | Editorial publication | 3.21% | 20 | 623 | 54 | Unavailable |
| #37 of 1,340 | Cybersecurityventures.comcybersecurityventures.com | Editorial publication | 3.21% | 20 | 623 | 54 | Unavailable |
| #38 of 1,340 | Secureworld.iosecureworld.io | Editorial publication | 3.21% | 20 | 623 | 54 | Unavailable |
| #39 of 1,340 | Yahooyahoo.com | Editorial publication | 3.21% | 20 | 623 | 54 | Unavailable |
| #40 of 1,340 | Underdefense.comunderdefense.com | Editorial publication | 3.05% | 19 | 623 | 54 | Unavailable |
| #41 of 1,340 | Appsecsanta.comappsecsanta.com | Other observed source | 2.89% | 18 | 623 | 54 | Unavailable |
| #42 of 1,340 | Grandviewresearch.comgrandviewresearch.com | Market and company database | 2.89% | 18 | 623 | 54 | Unavailable |
| #43 of 1,340 | Mordorintelligence.commordorintelligence.com | Market and company database | 2.89% | 18 | 623 | 54 | Unavailable |
| #44 of 1,340 | Newmarketpitch.comnewmarketpitch.com | Editorial publication | 2.89% | 18 | 623 | 54 | Unavailable |
| #45 of 1,340 | Orca.securityorca.security | Vendor-owned source | 2.89% | 18 | 623 | 54 | Unavailable |
| #46 of 1,340 | PR Newswireprnewswire.com | Editorial publication | 2.89% | 18 | 623 | 54 | Unavailable |
| #47 of 1,340 | Strategyofsecurity.comstrategyofsecurity.com | Editorial publication | 2.89% | 18 | 623 | 54 | Unavailable |
| #48 of 1,340 | Growthlist.cogrowthlist.co | Market and company database | 2.73% | 17 | 623 | 54 | Unavailable |
| #49 of 1,340 | Nist.govnist.gov | Academic and government source | 2.73% | 17 | 623 | 54 | Unavailable |
| #50 of 1,340 | Oneidentity.comoneidentity.com | Editorial publication | 2.73% | 17 | 623 | 54 | Unavailable |
| #51 of 1,340 | Okta.comokta.com | Other observed source | 2.57% | 16 | 623 | 54 | Unavailable |
| #52 of 1,340 | Acronis.comacronis.com | Other observed source | 2.41% | 15 | 623 | 54 | Unavailable |
| #53 of 1,340 | Bitsight.combitsight.com | Other observed source | 2.41% | 15 | 623 | 54 | Unavailable |
| #54 of 1,340 | Cisco.comcisco.com | Academic and government source | 2.41% | 15 | 623 | 54 | Unavailable |
| #55 of 1,340 | Csoonline.comcsoonline.com | Other observed source | 2.41% | 15 | 623 | 54 | Unavailable |
| #56 of 1,340 | Itpro.comitpro.com | Editorial publication | 2.41% | 15 | 623 | 54 | Unavailable |
| #57 of 1,340 | Supertokens.comsupertokens.com | Other observed source | 2.41% | 15 | 623 | 54 | Unavailable |
| #58 of 1,340 | Business Wirebusinesswire.com | Wire and press-release distribution | 2.25% | 14 | 623 | 54 | Unavailable |
| #59 of 1,340 | Connectwise.comconnectwise.com | Editorial publication | 2.25% | 14 | 623 | 54 | Unavailable |
| #60 of 1,340 | Morningstar.commorningstar.com | Market and company database | 2.25% | 14 | 623 | 54 | Unavailable |
| #61 of 1,340 | Osohq.comosohq.com | Other observed source | 2.25% | 14 | 623 | 54 | Unavailable |
| #62 of 1,340 | Portersfiveforce.comportersfiveforce.com | Market and company database | 2.25% | 14 | 623 | 54 | Unavailable |
| #63 of 1,340 | Softwarestrategiesblog.comsoftwarestrategiesblog.com | Editorial publication | 2.25% | 14 | 623 | 54 | Unavailable |
| #64 of 1,340 | TechCrunchtechcrunch.com | Editorial publication | 2.25% | 14 | 623 | 54 | Unavailable |
| #65 of 1,340 | TechTargettechtarget.com | Editorial publication | 2.25% | 14 | 623 | 54 | Unavailable |
| #66 of 1,340 | Torq.iotorq.io | Editorial publication | 2.25% | 14 | 623 | 54 | Unavailable |
| #67 of 1,340 | Zeronetworks.comzeronetworks.com | Other observed source | 2.25% | 14 | 623 | 54 | Unavailable |
| #68 of 1,340 | Cloudtango.netcloudtango.net | Other observed source | 2.09% | 13 | 623 | 54 | Unavailable |
| #69 of 1,340 | Cmu.educmu.edu | Academic and government source | 2.09% | 13 | 623 | 54 | Unavailable |
| #70 of 1,340 | Forrester.comforrester.com | Analyst and consulting research | 2.09% | 13 | 623 | 54 | Unavailable |
| #71 of 1,340 | Optiv.comoptiv.com | Analyst and consulting research | 2.09% | 13 | 623 | 54 | Unavailable |
| #72 of 1,340 | Pinpointsearchgroup.compinpointsearchgroup.com | Other observed source | 2.09% | 13 | 623 | 54 | Unavailable |
| #73 of 1,340 | Projectstartups.comprojectstartups.com | Market and company database | 2.09% | 13 | 623 | 54 | Unavailable |
| #74 of 1,340 | Blackfog.comblackfog.com | Other observed source | 1.93% | 12 | 623 | 54 | Unavailable |
| #75 of 1,340 | Cyolo.iocyolo.io | Other observed source | 1.93% | 12 | 623 | 54 | Unavailable |
| #76 of 1,340 | Geekwiregeekwire.com | Editorial publication | 1.93% | 12 | 623 | 54 | Unavailable |
| #77 of 1,340 | Helpnetsecurity.comhelpnetsecurity.com | Editorial publication | 1.93% | 12 | 623 | 54 | Unavailable |
| #78 of 1,340 | Hsfkramer.comhsfkramer.com | Other observed source | 1.93% | 12 | 623 | 54 | Unavailable |
| #79 of 1,340 | Picussecurity.compicussecurity.com | Other observed source | 1.93% | 12 | 623 | 54 | Unavailable |
| #80 of 1,340 | Prolion.comprolion.com | Other observed source | 1.93% | 12 | 623 | 54 | Unavailable |
| #81 of 1,340 | Youtube.com/@cnbc-tv18youtube.com/@cnbc-tv18 | Other observed source | 1.93% | 12 | 623 | 54 | Unavailable |
| #82 of 1,340 | Cybersaint.iocybersaint.io | Vendor-owned source | 1.77% | 11 | 623 | 54 | Unavailable |
| #83 of 1,340 | Fast Companyfastcompany.com | Editorial publication | 1.77% | 11 | 623 | 54 | Unavailable |
| #84 of 1,340 | Matrixbcg.commatrixbcg.com | Analyst and consulting research | 1.77% | 11 | 623 | 54 | Unavailable |
| #85 of 1,340 | Persistencemarketresearch.compersistencemarketresearch.com | Market and company database | 1.77% | 11 | 623 | 54 | Unavailable |
| #86 of 1,340 | Pitchbook.compitchbook.com | Market and company database | 1.77% | 11 | 623 | 54 | Unavailable |
| #87 of 1,340 | Safe.securitysafe.security | Other observed source | 1.77% | 11 | 623 | 54 | Unavailable |
| #88 of 1,340 | Shadowdragon.ioshadowdragon.io | Vendor-owned source | 1.77% | 11 | 623 | 54 | Unavailable |
| #89 of 1,340 | Startupwiseguys.comstartupwiseguys.com | Other observed source | 1.77% | 11 | 623 | 54 | Unavailable |
| #90 of 1,340 | Stationx.netstationx.net | Other observed source | 1.77% | 11 | 623 | 54 | Unavailable |
| #91 of 1,340 | Vestbee.comvestbee.com | Vendor-owned source | 1.77% | 11 | 623 | 54 | Unavailable |
| #92 of 1,340 | Capstonepartners.comcapstonepartners.com | Analyst and consulting research | 1.61% | 10 | 623 | 54 | Unavailable |
| #93 of 1,340 | CIO.comcio.com | Editorial publication | 1.61% | 10 | 623 | 54 | Unavailable |
| #94 of 1,340 | Cybersecuritydive.comcybersecuritydive.com | Editorial publication | 1.61% | 10 | 623 | 54 | Unavailable |
| #95 of 1,340 | GlobeNewswireglobenewswire.com | Wire and press-release distribution | 1.61% | 10 | 623 | 54 | Unavailable |
| #96 of 1,340 | Infisign.aiinfisign.ai | Other observed source | 1.61% | 10 | 623 | 54 | Unavailable |
| #97 of 1,340 | Mediummedium.com | Editorial publication | 1.61% | 10 | 623 | 54 | Unavailable |
| #98 of 1,340 | Panorays.companorays.com | Other observed source | 1.61% | 10 | 623 | 54 | Unavailable |
| #99 of 1,340 | Pwc.compwc.com | Analyst and consulting research | 1.61% | 10 | 623 | 54 | Unavailable |
| #100 of 1,340 | Redcanary.comredcanary.com | Other observed source | 1.61% | 10 | 623 | 54 | Unavailable |
Showing the first 100 rows from 1,340 observed domains.
Release and boundary
How to cite this segment
Cybersecurity / News-driven citations: 1,340 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/news_topic.
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.