Evidence floor met in this release.
Published segment leaderboard
HR & Talent: News-driven citations in the Machine Relations Index
This leaderboard uses only the HR & Talent / News-driven citations segment denominator: 608 observed answer runs across 53 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 1,249 | Unleash.aiunleash.ai | Editorial publication | 11.35% | 69 | 608 | 53 | Unavailable |
| #2 of 1,249 | Landbase.comlandbase.com | Vendor-owned source | 9.70% | 59 | 608 | 53 | Unavailable |
| #3 of 1,249 | Crunchbase.comcrunchbase.com | Market and company database | 8.88% | 54 | 608 | 53 | Unavailable |
| #4 of 1,249 | Rippling.comrippling.com | Vendor-owned source | 8.39% | 51 | 608 | 53 | Unavailable |
| #5 of 1,249 | Shrm.orgshrm.org | Academic and government source | 8.22% | 50 | 608 | 53 | Unavailable |
| #6 of 1,249 | Outsail.cooutsail.co | Analyst and consulting research | 7.89% | 48 | 608 | 53 | Unavailable |
| #7 of 1,249 | Hrexecutive.comhrexecutive.com | Editorial publication | 7.73% | 47 | 608 | 53 | Unavailable |
| #8 of 1,249 | Peoplemanagingpeople.compeoplemanagingpeople.com | Editorial publication | 7.40% | 45 | 608 | 53 | Unavailable |
| #9 of 1,249 | Hrtechfeed.comhrtechfeed.com | Editorial publication | 7.07% | 43 | 608 | 53 | Unavailable |
| #10 of 1,249 | LinkedInlinkedin.com | Community and social platform | 7.07% | 43 | 608 | 53 | Unavailable |
| #11 of 1,249 | Adp.comadp.com | Vendor-owned source | 6.74% | 41 | 608 | 53 | Unavailable |
| #12 of 1,249 | Technologyadvice.comtechnologyadvice.com | Market and company database | 6.74% | 41 | 608 | 53 | Unavailable |
| #13 of 1,249 | Y Combinatorycombinator.com | Community and social platform | 6.74% | 41 | 608 | 53 | Unavailable |
| #14 of 1,249 | G2g2.com | Market and company database | 5.92% | 36 | 608 | 53 | Unavailable |
| #15 of 1,249 | Lhra.iolhra.io | Academic and government source | 5.92% | 36 | 608 | 53 | Unavailable |
| #16 of 1,249 | Forbesforbes.com | Editorial publication | 5.76% | 35 | 608 | 53 | Unavailable |
| #17 of 1,249 | Hrtechnologyconference.comhrtechnologyconference.com | Community and social platform | 5.26% | 32 | 608 | 53 | Unavailable |
| #18 of 1,249 | Paycor.compaycor.com | Editorial publication | 4.77% | 29 | 608 | 53 | Unavailable |
| #19 of 1,249 | Gartner.comgartner.com | Analyst and consulting research | 4.61% | 28 | 608 | 53 | Unavailable |
| #20 of 1,249 | Paylocity.compaylocity.com | Other observed source | 4.61% | 28 | 608 | 53 | Unavailable |
| #21 of 1,249 | Redditreddit.com | Community and social platform | 4.61% | 28 | 608 | 53 | Unavailable |
| #22 of 1,249 | Deloitte.comdeloitte.com | Analyst and consulting research | 4.44% | 27 | 608 | 53 | Unavailable |
| #23 of 1,249 | Hibob.comhibob.com | Vendor-owned source | 4.44% | 27 | 608 | 53 | Unavailable |
| #24 of 1,249 | Mordorintelligence.commordorintelligence.com | Market and company database | 4.44% | 27 | 608 | 53 | Unavailable |
| #25 of 1,249 | Fortunebusinessinsights.comfortunebusinessinsights.com | Market and company database | 4.28% | 26 | 608 | 53 | Unavailable |
| #26 of 1,249 | Substack.comsubstack.com | Community and social platform | 4.28% | 26 | 608 | 53 | Unavailable |
| #27 of 1,249 | Beqom.combeqom.com | Editorial publication | 3.78% | 23 | 608 | 53 | Unavailable |
| #28 of 1,249 | Deel.comdeel.com | Vendor-owned source | 3.78% | 23 | 608 | 53 | Unavailable |
| #29 of 1,249 | Leapsome.comleapsome.com | Vendor-owned source | 3.78% | 23 | 608 | 53 | Unavailable |
| #30 of 1,249 | Imarcgroup.comimarcgroup.com | Market and company database | 3.62% | 22 | 608 | 53 | Unavailable |
| #31 of 1,249 | Workology.comworkology.com | Other observed source | 3.62% | 22 | 608 | 53 | Unavailable |
| #32 of 1,249 | Gusto.comgusto.com | Editorial publication | 3.45% | 21 | 608 | 53 | Unavailable |
| #33 of 1,249 | Peoplegoal.compeoplegoal.com | Vendor-owned source | 3.45% | 21 | 608 | 53 | Unavailable |
| #34 of 1,249 | D2l.comd2l.com | Other observed source | 3.29% | 20 | 608 | 53 | Unavailable |
| #35 of 1,249 | Lattice.comlattice.com | Vendor-owned source | 3.29% | 20 | 608 | 53 | Unavailable |
| #36 of 1,249 | Lever.colever.co | Other observed source | 3.29% | 20 | 608 | 53 | Unavailable |
| #37 of 1,249 | Projectstartups.comprojectstartups.com | Market and company database | 3.29% | 20 | 608 | 53 | Unavailable |
| #38 of 1,249 | Selectsoftwarereviews.comselectsoftwarereviews.com | Editorial publication | 3.29% | 20 | 608 | 53 | Unavailable |
| #39 of 1,249 | Joshbersin.comjoshbersin.com | Analyst and consulting research | 3.13% | 19 | 608 | 53 | Unavailable |
| #40 of 1,249 | Softwarefinder.comsoftwarefinder.com | Market and company database | 3.13% | 19 | 608 | 53 | Unavailable |
| #41 of 1,249 | TechTargettechtarget.com | Editorial publication | 3.13% | 19 | 608 | 53 | Unavailable |
| #42 of 1,249 | Grandviewresearch.comgrandviewresearch.com | Market and company database | 2.96% | 18 | 608 | 53 | Unavailable |
| #43 of 1,249 | Growthlist.cogrowthlist.co | Market and company database | 2.96% | 18 | 608 | 53 | Unavailable |
| #44 of 1,249 | Castleplacement.comcastleplacement.com | Analyst and consulting research | 2.80% | 17 | 608 | 53 | Unavailable |
| #45 of 1,249 | Vistapointadvisors.comvistapointadvisors.com | Analyst and consulting research | 2.80% | 17 | 608 | 53 | Unavailable |
| #46 of 1,249 | Worldatwork.orgworldatwork.org | Other observed source | 2.80% | 17 | 608 | 53 | Unavailable |
| #47 of 1,249 | Ellty.comellty.com | Vendor-owned source | 2.63% | 16 | 608 | 53 | Unavailable |
| #48 of 1,249 | Failory.comfailory.com | Market and company database | 2.63% | 16 | 608 | 53 | Unavailable |
| #49 of 1,249 | Intellum.comintellum.com | Other observed source | 2.63% | 16 | 608 | 53 | Unavailable |
| #50 of 1,249 | Itechcraft.comitechcraft.com | Other observed source | 2.63% | 16 | 608 | 53 | Unavailable |
| #51 of 1,249 | Moveworks.commoveworks.com | Editorial publication | 2.63% | 16 | 608 | 53 | Unavailable |
| #52 of 1,249 | Phenom.comphenom.com | Vendor-owned source | 2.63% | 16 | 608 | 53 | Unavailable |
| #53 of 1,249 | TechRadartechradar.com | Editorial publication | 2.63% | 16 | 608 | 53 | Unavailable |
| #54 of 1,249 | Wikipediawikipedia.org | Academic and government source | 2.63% | 16 | 608 | 53 | Unavailable |
| #55 of 1,249 | GlobeNewswireglobenewswire.com | Wire and press-release distribution | 2.47% | 15 | 608 | 53 | Unavailable |
| #56 of 1,249 | Hrflow.aihrflow.ai | Academic and government source | 2.47% | 15 | 608 | 53 | Unavailable |
| #57 of 1,249 | Mokahr.iomokahr.io | Other observed source | 2.47% | 15 | 608 | 53 | Unavailable |
| #58 of 1,249 | Siit.iosiit.io | Other observed source | 2.47% | 15 | 608 | 53 | Unavailable |
| #59 of 1,249 | Goldenhill.internationalgoldenhill.international | Analyst and consulting research | 2.30% | 14 | 608 | 53 | Unavailable |
| #60 of 1,249 | Hrsoft.comhrsoft.com | Editorial publication | 2.30% | 14 | 608 | 53 | Unavailable |
| #61 of 1,249 | Spglobal.comspglobal.com | Market and company database | 2.30% | 14 | 608 | 53 | Unavailable |
| #62 of 1,249 | Teamspective.comteamspective.com | Other observed source | 2.30% | 14 | 608 | 53 | Unavailable |
| #63 of 1,249 | Clearcompany.comclearcompany.com | Other observed source | 2.14% | 13 | 608 | 53 | Unavailable |
| #64 of 1,249 | Getguru.comgetguru.com | Editorial publication | 2.14% | 13 | 608 | 53 | Unavailable |
| #65 of 1,249 | Goworkwize.comgoworkwize.com | Other observed source | 2.14% | 13 | 608 | 53 | Unavailable |
| #66 of 1,249 | Marketsandmarkets.commarketsandmarkets.com | Market and company database | 2.14% | 13 | 608 | 53 | Unavailable |
| #67 of 1,249 | PR Newswireprnewswire.com | Editorial publication | 2.14% | 13 | 608 | 53 | Unavailable |
| #68 of 1,249 | Workday.comworkday.com | Editorial publication | 2.14% | 13 | 608 | 53 | Unavailable |
| #69 of 1,249 | Akerman.comakerman.com | Other observed source | 1.97% | 12 | 608 | 53 | Unavailable |
| #70 of 1,249 | Aptituderesearch.comaptituderesearch.com | Market and company database | 1.97% | 12 | 608 | 53 | Unavailable |
| #71 of 1,249 | Docebo.comdocebo.com | Other observed source | 1.97% | 12 | 608 | 53 | Unavailable |
| #72 of 1,249 | Erpresearch.comerpresearch.com | Market and company database | 1.97% | 12 | 608 | 53 | Unavailable |
| #73 of 1,249 | Hrcloud.comhrcloud.com | Other observed source | 1.97% | 12 | 608 | 53 | Unavailable |
| #74 of 1,249 | Imocha.ioimocha.io | Other observed source | 1.97% | 12 | 608 | 53 | Unavailable |
| #75 of 1,249 | Inoltra.coinoltra.co | Other observed source | 1.97% | 12 | 608 | 53 | Unavailable |
| #76 of 1,249 | Nativeteams.comnativeteams.com | Other observed source | 1.97% | 12 | 608 | 53 | Unavailable |
| #77 of 1,249 | Oracle.comoracle.com | Vendor-owned source | 1.97% | 12 | 608 | 53 | Unavailable |
| #78 of 1,249 | Pin.compin.com | Vendor-owned source | 1.97% | 12 | 608 | 53 | Unavailable |
| #79 of 1,249 | Potomaclaw.compotomaclaw.com | Academic and government source | 1.97% | 12 | 608 | 53 | Unavailable |
| #80 of 1,249 | Sap.comsap.com | Other observed source | 1.97% | 12 | 608 | 53 | Unavailable |
| #81 of 1,249 | Spotsaas.comspotsaas.com | Market and company database | 1.97% | 12 | 608 | 53 | Unavailable |
| #82 of 1,249 | Tracxn.comtracxn.com | Market and company database | 1.97% | 12 | 608 | 53 | Unavailable |
| #83 of 1,249 | Uschamber.comuschamber.com | Other observed source | 1.97% | 12 | 608 | 53 | Unavailable |
| #84 of 1,249 | Candoriq.comcandoriq.com | Other observed source | 1.81% | 11 | 608 | 53 | Unavailable |
| #85 of 1,249 | Capterra.comcapterra.com | Market and company database | 1.81% | 11 | 608 | 53 | Unavailable |
| #86 of 1,249 | Captivateiq.comcaptivateiq.com | Other observed source | 1.81% | 11 | 608 | 53 | Unavailable |
| #87 of 1,249 | Darwinbox.comdarwinbox.com | Other observed source | 1.81% | 11 | 608 | 53 | Unavailable |
| #88 of 1,249 | Gem.comgem.com | Vendor-owned source | 1.81% | 11 | 608 | 53 | Unavailable |
| #89 of 1,249 | Gokorbyt.comgokorbyt.com | Other observed source | 1.81% | 11 | 608 | 53 | Unavailable |
| #90 of 1,249 | Ispring.comispring.com | Other observed source | 1.81% | 11 | 608 | 53 | Unavailable |
| #91 of 1,249 | Mercer.commercer.com | Other observed source | 1.81% | 11 | 608 | 53 | Unavailable |
| #92 of 1,249 | Myshortlister.commyshortlister.com | Other observed source | 1.81% | 11 | 608 | 53 | Unavailable |
| #93 of 1,249 | Techrseries.comtechrseries.com | Editorial publication | 1.81% | 11 | 608 | 53 | Unavailable |
| #94 of 1,249 | Weforum.orgweforum.org | Academic and government source | 1.81% | 11 | 608 | 53 | Unavailable |
| #95 of 1,249 | Youtube.com/@zarantechdotcomyoutube.com/@zarantechdotcom | Other observed source | 1.81% | 11 | 608 | 53 | Unavailable |
| #96 of 1,249 | Aihr.comaihr.com | Other observed source | 1.64% | 10 | 608 | 53 | Unavailable |
| #97 of 1,249 | Appsruntheworld.comappsruntheworld.com | Other observed source | 1.64% | 10 | 608 | 53 | Unavailable |
| #98 of 1,249 | Biometrictalent.combiometrictalent.com | Other observed source | 1.64% | 10 | 608 | 53 | Unavailable |
| #99 of 1,249 | Builtin.combuiltin.com | Editorial publication | 1.64% | 10 | 608 | 53 | Unavailable |
| #100 of 1,249 | Fundraiseinsider.comfundraiseinsider.com | Editorial publication | 1.64% | 10 | 608 | 53 | Unavailable |
Showing the first 100 rows from 1,249 observed domains.
Release and boundary
How to cite this segment
HR & Talent / News-driven citations: 1,249 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/hr-talent/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.