AI Security & Privacy

Published segment leaderboard

AI Security & Privacy: Is it worth it in the Machine Relations Index

This leaderboard uses only the AI Security & Privacy / Is it worth it segment denominator: 130 observed answer runs across 7 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs130

Segment-specific denominator. Not the overall domain denominator.

Run dates7

Release floor: 7 dates.

Observed domains330

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 datesConfidence
#1 of 330Witness.aiwitness.aiOther observed source21.54%281307Unavailable
#2 of 330Veeam.comveeam.comOther observed source20.00%261307Unavailable
#3 of 330YouTubeyoutube.comSearch or media platform18.46%241307Unavailable
#4 of 330Cloudflare.comcloudflare.comOther observed source16.15%211307Unavailable
#5 of 330Radware.comradware.comOther observed source16.15%211307Unavailable
#6 of 330Ovaledge.comovaledge.comOther observed source14.62%191307Unavailable
#7 of 330Redditreddit.comCommunity and social platform12.31%161307Unavailable
#8 of 330Akamai.comakamai.comOther observed source10.77%141307Unavailable
#9 of 330Hydrox.aihydrox.aiOther observed source10.77%141307Unavailable
#10 of 330LinkedInlinkedin.comCommunity and social platform10.77%141307Unavailable
#11 of 330Mediummedium.comEditorial publication10.77%141307Unavailable
#12 of 330Securiti.aisecuriti.aiOther observed source10.77%141307Unavailable
#13 of 330Ibm.comibm.comVendor-owned source10.00%131307Unavailable
#14 of 330Agatsoftware.comagatsoftware.comOther observed source8.46%111307Unavailable
#15 of 330Alexewerlof.comalexewerlof.comOther observed source8.46%111307Unavailable
#16 of 330TechTargettechtarget.comEditorial publication8.46%111307Unavailable
#17 of 330Atlan.comatlan.comVendor-owned source7.69%101307Unavailable
#18 of 330Concentric.aiconcentric.aiOther observed source7.69%101307Unavailable
#19 of 330Netwrix.comnetwrix.comOther observed source7.69%101307Unavailable
#20 of 330Nightfall.ainightfall.aiOther observed source7.69%101307Unavailable
#21 of 330Arxiv.orgarxiv.orgAcademic and government source6.92%91307Unavailable
#22 of 330Optro.aioptro.aiOther observed source6.92%91307Unavailable
#23 of 330K2view.comk2view.comOther observed source6.15%81307Unavailable
#24 of 330Okoone.comokoone.comOther observed source6.15%81307Unavailable
#25 of 330Aironclaw.comaironclaw.comOther observed source5.38%71307Unavailable
#26 of 330Beyondscale.techbeyondscale.techOther observed source5.38%71307Unavailable
#27 of 330Dev.todev.toCommunity and social platform5.38%71307Unavailable
#28 of 330F5.comf5.comOther observed source5.38%71307Unavailable
#29 of 330Kiteworks.comkiteworks.comVendor-owned source5.38%71307Unavailable
#30 of 330Prompthalo.aiprompthalo.aiOther observed source5.38%71307Unavailable
#31 of 330Trussed.aitrussed.aiOther observed source5.38%71307Unavailable
#32 of 330A10networks.coma10networks.comOther observed source4.62%61307Unavailable
#33 of 330Diligent.comdiligent.comVendor-owned source4.62%61307Unavailable
#34 of 330Forcepoint.comforcepoint.comOther observed source4.62%61307Unavailable
#35 of 330Idox.aiidox.aiOther observed source4.62%61307Unavailable
#36 of 330Informationmatters.orginformationmatters.orgOther observed source4.62%61307Unavailable
#37 of 330Sisa.aisisa.aiOther observed source4.62%61307Unavailable
#38 of 330Smartsuite.comsmartsuite.comOther observed source4.62%61307Unavailable
#39 of 330TechRadartechradar.comEditorial publication4.62%61307Unavailable
#40 of 330Truefoundry.comtruefoundry.comVendor-owned source4.62%61307Unavailable
#41 of 330Aimultiple.comaimultiple.comEditorial publication3.85%51307Unavailable
#42 of 330Firewallm.comfirewallm.comOther observed source3.85%51307Unavailable
#43 of 330Hoop.devhoop.devOther observed source3.85%51307Unavailable
#44 of 330Metomic.iometomic.ioOther observed source3.85%51307Unavailable
#45 of 330Neuraltrust.aineuraltrust.aiOther observed source3.85%51307Unavailable
#46 of 330Strac.iostrac.ioVendor-owned source3.85%51307Unavailable
#47 of 330Aigovernancedesk.comaigovernancedesk.comOther observed source3.08%41307Unavailable
#48 of 330Cloudsine.techcloudsine.techOther observed source3.08%41307Unavailable
#49 of 330Databricks.comdatabricks.comVendor-owned source3.08%41307Unavailable
#50 of 330Finos.orgfinos.orgCommunity and social platform3.08%41307Unavailable
#51 of 330Fortinet.comfortinet.comVendor-owned source3.08%41307Unavailable
#52 of 330Getlimina.aigetlimina.aiOther observed source3.08%41307Unavailable
#53 of 330Github.comgithub.comCommunity and social platform3.08%41307Unavailable
#54 of 330Huggingface.cohuggingface.coOther observed source3.08%41307Unavailable
#55 of 330Inferwall.cominferwall.comOther observed source3.08%41307Unavailable
#56 of 330Lakera.ailakera.aiVendor-owned source3.08%41307Unavailable
#57 of 330Logikcull.comlogikcull.comOther observed source3.08%41307Unavailable
#58 of 330Pii-tools.compii-tools.comOther observed source3.08%41307Unavailable
#59 of 330Trustible.aitrustible.aiVendor-owned source3.08%41307Unavailable
#60 of 330A-lign.coma-lign.comOther observed source2.31%31307Unavailable
#61 of 330Aiveda.ioaiveda.ioOther observed source2.31%31307Unavailable
#62 of 330Areebi.comareebi.comOther observed source2.31%31307Unavailable
#63 of 330Axios.comaxios.comEditorial publication2.31%31307Unavailable
#64 of 330Bigid.combigid.comVendor-owned source2.31%31307Unavailable
#65 of 330Checkpoint.comcheckpoint.comVendor-owned source2.31%31307Unavailable
#66 of 330Cisco.comcisco.comAcademic and government source2.31%31307Unavailable
#67 of 330Data443.comdata443.comMarket and company database2.31%31307Unavailable
#68 of 330Deepinspect.aideepinspect.aiOther observed source2.31%31307Unavailable
#69 of 330Getmaxim.aigetmaxim.aiOther observed source2.31%31307Unavailable
#70 of 330Getnorivo.comgetnorivo.comOther observed source2.31%31307Unavailable
#71 of 330Groundlabs.comgroundlabs.comOther observed source2.31%31307Unavailable
#72 of 330Modernsecurity.iomodernsecurity.ioOther observed source2.31%31307Unavailable
#73 of 330Nitivai.comnitivai.comOther observed source2.31%31307Unavailable
#74 of 330Obsidiansecurity.comobsidiansecurity.comVendor-owned source2.31%31307Unavailable
#75 of 330Optscale.aioptscale.aiOther observed source2.31%31307Unavailable
#76 of 330Owasp.orgowasp.orgAcademic and government source2.31%31307Unavailable
#77 of 330Paloaltonetworks.compaloaltonetworks.comVendor-owned source2.31%31307Unavailable
#78 of 330Pipelab.orgpipelab.orgOther observed source2.31%31307Unavailable
#79 of 330Predictionguard.compredictionguard.comOther observed source2.31%31307Unavailable
#80 of 330Protecto.aiprotecto.aiOther observed source2.31%31307Unavailable
#81 of 330Secureauth.comsecureauth.comOther observed source2.31%31307Unavailable
#82 of 330Sqmagazine.co.uksqmagazine.co.ukEditorial publication2.31%31307Unavailable
#83 of 330Substack.comsubstack.comCommunity and social platform2.31%31307Unavailable
#84 of 330Accuroai.coaccuroai.coOther observed source1.54%21307Unavailable
#85 of 330Accutivesecurity.comaccutivesecurity.comOther observed source1.54%21307Unavailable
#86 of 330Adeptiv.aiadeptiv.aiOther observed source1.54%21307Unavailable
#87 of 330Aicareer.proaicareer.proOther observed source1.54%21307Unavailable
#88 of 330Aigovernance.comaigovernance.comOther observed source1.54%21307Unavailable
#89 of 330Aigovernancetoolkit.comaigovernancetoolkit.comOther observed source1.54%21307Unavailable
#90 of 330Aipolicytracker.orgaipolicytracker.orgMarket and company database1.54%21307Unavailable
#91 of 330Aithreatbrief.comaithreatbrief.comOther observed source1.54%21307Unavailable
#92 of 330Amazon.comamazon.comEditorial publication1.54%21307Unavailable
#93 of 330Atomlabs.appatomlabs.appOther observed source1.54%21307Unavailable
#94 of 330Audittrue.comaudittrue.comOther observed source1.54%21307Unavailable
#95 of 330Billennium.combillennium.comOther observed source1.54%21307Unavailable
#96 of 330Casepoint.comcasepoint.comVendor-owned source1.54%21307Unavailable
#97 of 330Chatgpt.cachatgpt.caOther observed source1.54%21307Unavailable
#98 of 330Cleargate.iocleargate.ioOther observed source1.54%21307Unavailable
#99 of 330Credo.aicredo.aiOther observed source1.54%21307Unavailable
#100 of 330Danzo.aidanzo.aiOther observed source1.54%21307Unavailable

Showing the first 100 rows from 330 observed domains.

Release and boundary

How to cite this segment

AI Security & Privacy / Is it worth it: 330 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/ai-security-privacy/is_x_worth.

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.

Apply the MR Framework

Check how AI systems cite your brand.

Free MR Consultant — available as a custom GPT and a Gemini Gem. Each is pre-trained on the Machine Relations framework. Ask it to audit your entity presence, earned authority gaps, and citation frequency across ChatGPT, Claude, and Perplexity.

Open in ChatGPTOpen in Gemini
AI Security & Privacy: Is it worth it MRI leaderboard