Cybersecurity

Published segment leaderboard

Cybersecurity: News-driven citations in the Machine Relations Index

This leaderboard uses only the Cybersecurity / News-driven citations segment denominator: 599 observed answer runs across 54 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs599

Segment-specific denominator. Not the overall domain denominator.

Run dates54

Release floor: 7 dates.

Observed domains1,338

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.

RankSourceSource roleCitation rateCited runsObserved runsRun dates
#1 of 1,338Paloaltonetworks.compaloaltonetworks.comVendor-owned source13.52%8159954
#2 of 1,338Sentinelone.comsentinelone.comVendor-owned source12.52%7559954
#3 of 1,338Microsoft.commicrosoft.comVendor-owned source9.52%5759954
#4 of 1,338Gartner.comgartner.comAnalyst and consulting research9.35%5659954
#5 of 1,338Crowdstrike.comcrowdstrike.comVendor-owned source8.51%5159954
#6 of 1,338Crunchbase.comcrunchbase.comMarket and company database8.35%5059954
#7 of 1,338SecurityWeeksecurityweek.comEditorial publication7.35%4459954
#8 of 1,338Fortinet.comfortinet.comVendor-owned source7.18%4359954
#9 of 1,338LinkedInlinkedin.comCommunity and social platform6.68%4059954
#10 of 1,338Redditreddit.comCommunity and social platform6.18%3759954
#11 of 1,338Zscaler.comzscaler.comVendor-owned source5.34%3259954
#12 of 1,338Elisity.comelisity.comVendor-owned source5.18%3159954
#13 of 1,338Infosecurity Magazineinfosecurity-magazine.comEditorial publication5.18%3159954
#14 of 1,338CRNcrn.comEditorial publication5.01%3059954
#15 of 1,338Topstartups.iotopstartups.ioMarket and company database5.01%3059954
#16 of 1,338Checkpoint.comcheckpoint.comVendor-owned source4.84%2959954
#17 of 1,338Wiz.iowiz.ioVendor-owned source4.67%2859954
#18 of 1,338Fortunebusinessinsights.comfortunebusinessinsights.comMarket and company database4.34%2659954
#19 of 1,338Nordlayer.comnordlayer.comVendor-owned source4.34%2659954
#20 of 1,338Securityscorecard.comsecurityscorecard.comOther observed source4.34%2659954
#21 of 1,338Failory.comfailory.comMarket and company database4.17%2559954
#22 of 1,338Huntress.comhuntress.comVendor-owned source4.17%2559954
#23 of 1,338Ibm.comibm.comVendor-owned source4.01%2459954
#24 of 1,338Landbase.comlandbase.comVendor-owned source4.01%2459954
#25 of 1,338Tech Insidertech-insider.orgEditorial publication4.01%2459954
#26 of 1,338Stellarcyber.aistellarcyber.aiVendor-owned source3.84%2359954
#27 of 1,338TechRadartechradar.comEditorial publication3.84%2359954
#28 of 1,338Axiosaxios.comEditorial publication3.67%2259954
#29 of 1,338Cynet.comcynet.comVendor-owned source3.67%2259954
#30 of 1,338Exabeam.comexabeam.comOther observed source3.67%2259954
#31 of 1,338G2g2.comMarket and company database3.67%2259954
#32 of 1,338Marketsandmarkets.commarketsandmarkets.comMarket and company database3.67%2259954
#33 of 1,338CTechcalcalistech.comEditorial publication3.51%2159954
#34 of 1,338Substack.comsubstack.comCommunity and social platform3.51%2159954
#35 of 1,338Trendmicro.comtrendmicro.comVendor-owned source3.51%2159954
#36 of 1,338Cyber Magazinecybermagazine.comEditorial publication3.34%2059954
#37 of 1,338Cybercrime Magazinecybersecurityventures.comEditorial publication3.34%2059954
#38 of 1,338SecureWorldsecureworld.ioEditorial publication3.34%2059954
#39 of 1,338Yahoo Newsyahoo.comEditorial publication3.34%2059954
#40 of 1,338Underdefense.comunderdefense.comOther observed source3.17%1959954
#41 of 1,338Appsecsanta.comappsecsanta.comOther observed source3.01%1859954
#42 of 1,338Grandviewresearch.comgrandviewresearch.comMarket and company database3.01%1859954
#43 of 1,338Mordorintelligence.commordorintelligence.comMarket and company database3.01%1859954
#44 of 1,338New Market Pitchnewmarketpitch.comEditorial publication3.01%1859954
#45 of 1,338Orca.securityorca.securityVendor-owned source3.01%1859954
#46 of 1,338PR Newswireprnewswire.comWire and press-release distribution3.01%1859954
#47 of 1,338Strategy of Securitystrategyofsecurity.comEditorial publication3.01%1859954
#48 of 1,338Growthlist.cogrowthlist.coMarket and company database2.84%1759954
#49 of 1,338Nist.govnist.govAcademic and government source2.84%1759954
#50 of 1,338Oneidentity.comoneidentity.comVendor-owned source2.84%1759954
#51 of 1,338Okta.comokta.comOther observed source2.67%1659954
#52 of 1,338Acronis.comacronis.comOther observed source2.50%1559954
#53 of 1,338Bitsight.combitsight.comOther observed source2.50%1559954
#54 of 1,338Cisco.comcisco.comOther observed source2.50%1559954
#55 of 1,338CSO Onlinecsoonline.comMarket and company database2.50%1559954
#56 of 1,338IT Proitpro.comEditorial publication2.50%1559954
#57 of 1,338Supertokens.comsupertokens.comOther observed source2.50%1559954
#58 of 1,338Business Wirebusinesswire.comWire and press-release distribution2.34%1459954
#59 of 1,338Connectwise.comconnectwise.comOther observed source2.34%1459954
#60 of 1,338Morningstar.commorningstar.comMarket and company database2.34%1459954
#61 of 1,338Osohq.comosohq.comOther observed source2.34%1459954
#62 of 1,338Portersfiveforce.comportersfiveforce.comMarket and company database2.34%1459954
#63 of 1,338Software Strategies Blogsoftwarestrategiesblog.comOther observed source2.34%1459954
#64 of 1,338TechCrunchtechcrunch.comEditorial publication2.34%1459954
#65 of 1,338TechTargettechtarget.comEditorial publication2.34%1459954
#66 of 1,338Torq.iotorq.ioOther observed source2.34%1459954
#67 of 1,338Zeronetworks.comzeronetworks.comOther observed source2.34%1459954
#68 of 1,338Cloudtango.netcloudtango.netOther observed source2.17%1359954
#69 of 1,338Cmu.educmu.eduAcademic and government source2.17%1359954
#70 of 1,338Forrester.comforrester.comAnalyst and consulting research2.17%1359954
#71 of 1,338Optiv.comoptiv.comAnalyst and consulting research2.17%1359954
#72 of 1,338Pinpointsearchgroup.compinpointsearchgroup.comOther observed source2.17%1359954
#73 of 1,338Projectstartups.comprojectstartups.comMarket and company database2.17%1359954
#74 of 1,338Blackfog.comblackfog.comOther observed source2.00%1259954
#75 of 1,338Cyolo.iocyolo.ioOther observed source2.00%1259954
#76 of 1,338Geekwiregeekwire.comEditorial publication2.00%1259954
#77 of 1,338Help Net Securityhelpnetsecurity.comEditorial publication2.00%1259954
#78 of 1,338Hsfkramer.comhsfkramer.comOther observed source2.00%1259954
#79 of 1,338Picussecurity.compicussecurity.comOther observed source2.00%1259954
#80 of 1,338Prolion.comprolion.comOther observed source2.00%1259954
#81 of 1,338Youtube.com/@cnbc-tv18youtube.com/@cnbc-tv18Other observed source2.00%1259954
#82 of 1,338Cybersaint.iocybersaint.ioVendor-owned source1.84%1159954
#83 of 1,338Fast Companyfastcompany.comEditorial publication1.84%1159954
#84 of 1,338Matrixbcg.commatrixbcg.comAnalyst and consulting research1.84%1159954
#85 of 1,338Persistencemarketresearch.compersistencemarketresearch.comMarket and company database1.84%1159954
#86 of 1,338Pitchbook.compitchbook.comMarket and company database1.84%1159954
#87 of 1,338Safe.securitysafe.securityOther observed source1.84%1159954
#88 of 1,338Shadowdragon.ioshadowdragon.ioVendor-owned source1.84%1159954
#89 of 1,338Startupwiseguys.comstartupwiseguys.comOther observed source1.84%1159954
#90 of 1,338Stationx.netstationx.netOther observed source1.84%1159954
#91 of 1,338Vestbee.comvestbee.comVendor-owned source1.84%1159954
#92 of 1,338Capstonepartners.comcapstonepartners.comAnalyst and consulting research1.67%1059954
#93 of 1,338CIOcio.comEditorial publication1.67%1059954
#94 of 1,338Cybersecurity Divecybersecuritydive.comEditorial publication1.67%1059954
#95 of 1,338GlobeNewswireglobenewswire.comWire and press-release distribution1.67%1059954
#96 of 1,338Infisign.aiinfisign.aiOther observed source1.67%1059954
#97 of 1,338Mediummedium.comCommunity and social platform1.67%1059954
#98 of 1,338Panorays.companorays.comOther observed source1.67%1059954
#99 of 1,338Pwc.compwc.comAnalyst and consulting research1.67%1059954
#100 of 1,338Redcanary.comredcanary.comOther observed source1.67%1059954

Showing the first 100 rows from 1,338 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Cybersecurity / News-driven citations: 1,338 observed source domains in the leaderboard, measured on 599 observed runs across 54 distinct run dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/cybersecurity/news_topic. CC BY 4.0.
APA
Parrott, J. (2026). Cybersecurity / News-driven citations in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/cybersecurity/news_topic https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mricybersecuritynewstopic,
  author = {Parrott, Jaxon},
  title = {Cybersecurity / News-driven citations 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/cybersecurity/news_topic},
  doi = {10.5281/zenodo.23652423},
  license = {CC-BY-4.0},
  note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}

CITATION.cff

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.

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