Evidence floor met in this release.
Legacy News TopicsStatePublished Observed runs2,066 Run dates54 Observed domains4,017
Published segment leaderboard
Legacy News Topics: News-driven citations in the Machine Relations Index
This leaderboard uses only the Legacy News Topics / News-driven citations segment denominator: 2,066 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 |
|---|---|---|---|---|---|---|
| #1 of 4,017 | LinkedInlinkedin.com | Community and social platform | 10.21% | 211 | 2,066 | 54 |
| #2 of 4,017 | Mediummedium.com | Community and social platform | 9.20% | 190 | 2,066 | 54 |
| #3 of 4,017 | Gartner.comgartner.com | Analyst and consulting research | 8.81% | 182 | 2,066 | 54 |
| #4 of 4,017 | G2g2.com | Market and company database | 8.03% | 166 | 2,066 | 54 |
| #5 of 4,017 | Redditreddit.com | Community and social platform | 7.79% | 161 | 2,066 | 54 |
| #6 of 4,017 | Ibm.comibm.com | Vendor-owned source | 6.20% | 128 | 2,066 | 54 |
| #7 of 4,017 | TechCrunchtechcrunch.com | Editorial publication | 4.70% | 97 | 2,066 | 54 |
| #8 of 4,017 | Crunchbase.comcrunchbase.com | Market and company database | 4.55% | 94 | 2,066 | 54 |
| #9 of 4,017 | Shadow.incshadow.inc | Other observed source | 4.40% | 91 | 2,066 | 54 |
| #10 of 4,017 | Landbase.comlandbase.com | Vendor-owned source | 4.26% | 88 | 2,066 | 54 |
| #11 of 4,017 | Pr.copr.co | Vendor-owned source | 4.16% | 86 | 2,066 | 54 |
| #12 of 4,017 | Agilitypr.comagilitypr.com | Vendor-owned source | 4.02% | 83 | 2,066 | 54 |
| #13 of 4,017 | Grandviewresearch.comgrandviewresearch.com | Market and company database | 3.87% | 80 | 2,066 | 54 |
| #14 of 4,017 | TechRadartechradar.com | Editorial publication | 3.63% | 75 | 2,066 | 54 |
| #15 of 4,017 | Guideflow.comguideflow.com | Other observed source | 3.53% | 73 | 2,066 | 54 |
| #16 of 4,017 | Meltwater.commeltwater.com | Vendor-owned source | 3.53% | 73 | 2,066 | 54 |
| #17 of 4,017 | Deloitte.comdeloitte.com | Analyst and consulting research | 3.29% | 68 | 2,066 | 54 |
| #18 of 4,017 | Databricks.comdatabricks.com | Vendor-owned source | 3.24% | 67 | 2,066 | 54 |
| #19 of 4,017 | Prowly.comprowly.com | Vendor-owned source | 3.15% | 65 | 2,066 | 54 |
| #20 of 4,017 | PR Newswireprnewswire.com | Wire and press-release distribution | 3.05% | 63 | 2,066 | 54 |
| #21 of 4,017 | Cision.comcision.com | Vendor-owned source | 3.00% | 62 | 2,066 | 54 |
| #22 of 4,017 | Muckrack.commuckrack.com | Other observed source | 3.00% | 62 | 2,066 | 54 |
| #23 of 4,017 | Thomsonreuters.comthomsonreuters.com | Market and company database | 2.95% | 61 | 2,066 | 54 |
| #24 of 4,017 | Forbesforbes.com | Editorial publication | 2.61% | 54 | 2,066 | 54 |
| #25 of 4,017 | Microsoft.commicrosoft.com | Vendor-owned source | 2.61% | 54 | 2,066 | 54 |
| #26 of 4,017 | Nvidia.comnvidia.com | Vendor-owned source | 2.61% | 54 | 2,066 | 54 |
| #27 of 4,017 | Sirion.aisirion.ai | Vendor-owned source | 2.61% | 54 | 2,066 | 54 |
| #28 of 4,017 | Fortunebusinessinsights.comfortunebusinessinsights.com | Market and company database | 2.57% | 53 | 2,066 | 54 |
| #29 of 4,017 | Ironcladapp.comironcladapp.com | Vendor-owned source | 2.57% | 53 | 2,066 | 54 |
| #30 of 4,017 | Axiosaxios.com | Editorial publication | 2.47% | 51 | 2,066 | 54 |
| #31 of 4,017 | Openvc.appopenvc.app | Market and company database | 2.47% | 51 | 2,066 | 54 |
| #32 of 4,017 | Mordorintelligence.commordorintelligence.com | Market and company database | 2.42% | 50 | 2,066 | 54 |
| #33 of 4,017 | Yahoo Newsyahoo.com | Editorial publication | 2.37% | 49 | 2,066 | 54 |
| #34 of 4,017 | Octopus.comoctopus.com | Vendor-owned source | 2.32% | 48 | 2,066 | 54 |
| #35 of 4,017 | LawSiteslawnext.com | Editorial publication | 2.27% | 47 | 2,066 | 54 |
| #36 of 4,017 | Brand24.combrand24.com | Other observed source | 2.23% | 46 | 2,066 | 54 |
| #37 of 4,017 | IT Proitpro.com | Editorial publication | 2.23% | 46 | 2,066 | 54 |
| #38 of 4,017 | Redhat.comredhat.com | Vendor-owned source | 2.18% | 45 | 2,066 | 54 |
| #39 of 4,017 | Amazon.comamazon.com | Other observed source | 2.13% | 44 | 2,066 | 54 |
| #40 of 4,017 | Dev.todev.to | Community and social platform | 2.13% | 44 | 2,066 | 54 |
| #41 of 4,017 | Northflank.comnorthflank.com | Vendor-owned source | 2.13% | 44 | 2,066 | 54 |
| #42 of 4,017 | Onit.comonit.com | Vendor-owned source | 2.13% | 44 | 2,066 | 54 |
| #43 of 4,017 | Platformengineering.orgplatformengineering.org | Academic and government source | 2.13% | 44 | 2,066 | 54 |
| #44 of 4,017 | Prlab.coprlab.co | Vendor-owned source | 2.13% | 44 | 2,066 | 54 |
| #45 of 4,017 | Prsa.orgprsa.org | Other observed source | 2.13% | 44 | 2,066 | 54 |
| #46 of 4,017 | TechTargettechtarget.com | Editorial publication | 2.13% | 44 | 2,066 | 54 |
| #47 of 4,017 | Substack.comsubstack.com | Community and social platform | 2.08% | 43 | 2,066 | 54 |
| #48 of 4,017 | Statista.comstatista.com | Market and company database | 2.03% | 42 | 2,066 | 54 |
| #49 of 4,017 | Tech Insidertech-insider.org | Editorial publication | 1.98% | 41 | 2,066 | 54 |
| #50 of 4,017 | Launchmetrics.comlaunchmetrics.com | Other observed source | 1.94% | 40 | 2,066 | 54 |
| #51 of 4,017 | Failory.comfailory.com | Market and company database | 1.89% | 39 | 2,066 | 54 |
| #52 of 4,017 | Onclusive.comonclusive.com | Vendor-owned source | 1.89% | 39 | 2,066 | 54 |
| #53 of 4,017 | Sprinklr.comsprinklr.com | Other observed source | 1.89% | 39 | 2,066 | 54 |
| #54 of 4,017 | Trustarc.comtrustarc.com | Vendor-owned source | 1.84% | 38 | 2,066 | 54 |
| #55 of 4,017 | Wikipediawikipedia.org | Academic and government source | 1.84% | 38 | 2,066 | 54 |
| #56 of 4,017 | Aline.coaline.co | Vendor-owned source | 1.79% | 37 | 2,066 | 54 |
| #57 of 4,017 | Legal Tech Media Grouplegaltechmg.com | Editorial publication | 1.79% | 37 | 2,066 | 54 |
| #58 of 4,017 | Tracxn.comtracxn.com | Market and company database | 1.79% | 37 | 2,066 | 54 |
| #59 of 4,017 | Truefoundry.comtruefoundry.com | Vendor-owned source | 1.79% | 37 | 2,066 | 54 |
| #60 of 4,017 | Y Combinatorycombinator.com | Community and social platform | 1.79% | 37 | 2,066 | 54 |
| #61 of 4,017 | CIOcio.com | Editorial publication | 1.74% | 36 | 2,066 | 54 |
| #62 of 4,017 | Harvard.eduharvard.edu | Academic and government source | 1.69% | 35 | 2,066 | 54 |
| #63 of 4,017 | Improvado.ioimprovado.io | Vendor-owned source | 1.69% | 35 | 2,066 | 54 |
| #64 of 4,017 | Iprsoftware.comiprsoftware.com | Other observed source | 1.69% | 35 | 2,066 | 54 |
| #65 of 4,017 | Ketch.comketch.com | Vendor-owned source | 1.69% | 35 | 2,066 | 54 |
| #66 of 4,017 | Qubit.capitalqubit.capital | Market and company database | 1.65% | 34 | 2,066 | 54 |
| #67 of 4,017 | Business Insiderbusinessinsider.com | Editorial publication | 1.60% | 33 | 2,066 | 54 |
| #68 of 4,017 | Ringcentral.comringcentral.com | Other observed source | 1.60% | 33 | 2,066 | 54 |
| #69 of 4,017 | Clarifai.comclarifai.com | Vendor-owned source | 1.55% | 32 | 2,066 | 54 |
| #70 of 4,017 | Prezly.comprezly.com | Vendor-owned source | 1.55% | 32 | 2,066 | 54 |
| #71 of 4,017 | Americanbar.orgamericanbar.org | Academic and government source | 1.50% | 31 | 2,066 | 54 |
| #72 of 4,017 | Atlan.comatlan.com | Vendor-owned source | 1.50% | 31 | 2,066 | 54 |
| #73 of 4,017 | Menlovc.commenlovc.com | Analyst and consulting research | 1.50% | 31 | 2,066 | 54 |
| #74 of 4,017 | Wolterskluwer.comwolterskluwer.com | Vendor-owned source | 1.50% | 31 | 2,066 | 54 |
| #75 of 4,017 | Business Wirebusinesswire.com | Wire and press-release distribution | 1.45% | 30 | 2,066 | 54 |
| #76 of 4,017 | Marketsandmarkets.commarketsandmarkets.com | Market and company database | 1.40% | 29 | 2,066 | 54 |
| #77 of 4,017 | Seedtable.comseedtable.com | Market and company database | 1.40% | 29 | 2,066 | 54 |
| #78 of 4,017 | Streamline.aistreamline.ai | Vendor-owned source | 1.40% | 29 | 2,066 | 54 |
| #79 of 4,017 | The CMOthecmo.com | Editorial publication | 1.40% | 29 | 2,066 | 54 |
| #80 of 4,017 | Bloomberg Lawbloomberglaw.com | Editorial publication | 1.36% | 28 | 2,066 | 54 |
| #81 of 4,017 | Cbinsights.comcbinsights.com | Market and company database | 1.36% | 28 | 2,066 | 54 |
| #82 of 4,017 | Cncf.iocncf.io | Other observed source | 1.36% | 28 | 2,066 | 54 |
| #83 of 4,017 | Crescendo.aicrescendo.ai | Vendor-owned source | 1.36% | 28 | 2,066 | 54 |
| #84 of 4,017 | Legaltechnologyhub.comlegaltechnologyhub.com | Market and company database | 1.36% | 28 | 2,066 | 54 |
| #85 of 4,017 | Nexlaw.ainexlaw.ai | Vendor-owned source | 1.36% | 28 | 2,066 | 54 |
| #86 of 4,017 | Buzzstream.combuzzstream.com | Other observed source | 1.31% | 27 | 2,066 | 54 |
| #87 of 4,017 | CNBCcnbc.com | Editorial publication | 1.31% | 27 | 2,066 | 54 |
| #88 of 4,017 | JD Suprajdsupra.com | Editorial publication | 1.31% | 27 | 2,066 | 54 |
| #89 of 4,017 | Precedenceresearch.comprecedenceresearch.com | Market and company database | 1.31% | 27 | 2,066 | 54 |
| #90 of 4,017 | Truescope.comtruescope.com | Vendor-owned source | 1.31% | 27 | 2,066 | 54 |
| #91 of 4,017 | AIMultipleaimultiple.com | Editorial publication | 1.26% | 26 | 2,066 | 54 |
| #92 of 4,017 | Artificial Lawyerartificiallawyer.com | Editorial publication | 1.26% | 26 | 2,066 | 54 |
| #93 of 4,017 | Dialpad.comdialpad.com | Vendor-owned source | 1.26% | 26 | 2,066 | 54 |
| #94 of 4,017 | Fitgap.comfitgap.com | Other observed source | 1.26% | 26 | 2,066 | 54 |
| #95 of 4,017 | Futuremarketinsights.comfuturemarketinsights.com | Market and company database | 1.26% | 26 | 2,066 | 54 |
| #96 of 4,017 | Github.comgithub.com | Community and social platform | 1.26% | 26 | 2,066 | 54 |
| #97 of 4,017 | New Market Pitchnewmarketpitch.com | Editorial publication | 1.26% | 26 | 2,066 | 54 |
| #98 of 4,017 | Criticalmention.comcriticalmention.com | Vendor-owned source | 1.21% | 25 | 2,066 | 54 |
| #99 of 4,017 | Firefly.aifirefly.ai | Other observed source | 1.21% | 25 | 2,066 | 54 |
| #100 of 4,017 | LegalTechTalklegaltech-talk.com | Editorial publication | 1.21% | 25 | 2,066 | 54 |
Showing the first 100 rows from 4,017 observed domains.
Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Legacy News Topics / News-driven citations: 4,017 observed source domains in the leaderboard, measured on 2,066 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/legacy-unmapped/news_topic. CC BY 4.0.APA
Parrott, J. (2026). Legacy News Topics / 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/legacy-unmapped/news_topic https://doi.org/10.5281/zenodo.23652423BibTeX
@misc{parrott2026mrilegacyunmappednewstopic,
author = {Parrott, Jaxon},
title = {Legacy News Topics / 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/legacy-unmapped/news_topic},
doi = {10.5281/zenodo.23652423},
license = {CC-BY-4.0},
note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}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.