HR & Talent

Published segment leaderboard

HR & Talent: Best tools in the Machine Relations Index

This leaderboard uses only the HR & Talent / Best tools segment denominator: 239 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs239

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains275

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 275Pin.compin.comVendor-owned source25.94%6223912
#2 of 275Pinpointhq.compinpointhq.comOther observed source22.59%5423912
#3 of 275Forbesforbes.comEditorial publication19.25%4623912
#4 of 275Lever.colever.coOther observed source18.41%4423912
#5 of 275People Managing Peoplepeoplemanagingpeople.comEditorial publication17.15%4123912
#6 of 275G2g2.comMarket and company database16.74%4023912
#7 of 275SelectSoftware Reviewsselectsoftwarereviews.comOther observed source16.74%4023912
#8 of 275Sparkhire.comsparkhire.comOther observed source15.90%3823912
#9 of 275Theundercoverrecruiter.comtheundercoverrecruiter.comOther observed source13.81%3323912
#10 of 275Gem.comgem.comVendor-owned source12.13%2923912
#11 of 275Zapier.comzapier.comVendor-owned source12.13%2923912
#12 of 275Dover.comdover.comOther observed source10.88%2623912
#13 of 275Engagedly.comengagedly.comOther observed source10.88%2623912
#14 of 275Betterworks.combetterworks.comOther observed source10.46%2523912
#15 of 275Technologyadvice.comtechnologyadvice.comMarket and company database10.46%2523912
#16 of 275Jotform.comjotform.comOther observed source9.62%2323912
#17 of 275Rework.comrework.comOther observed source9.21%2223912
#18 of 275Skima.aiskima.aiVendor-owned source8.79%2123912
#19 of 275TechRadartechradar.comEditorial publication8.79%2123912
#20 of 275Okrstool.comokrstool.comOther observed source7.95%1923912
#21 of 275Ventureharbour.comventureharbour.comOther observed source7.95%1923912
#22 of 275Greenhouse.comgreenhouse.comOther observed source7.53%1823912
#23 of 275Ordio.comordio.comOther observed source7.11%1723912
#24 of 275Checkr.comcheckr.comOther observed source6.69%1623912
#25 of 275Freshworks.comfreshworks.comOther observed source6.69%1623912
#26 of 275Performyard.comperformyard.comOther observed source6.69%1623912
#27 of 275Capterra.comcapterra.comMarket and company database5.86%1423912
#28 of 275Peopleforce.iopeopleforce.ioVendor-owned source5.86%1423912
#29 of 275Eletive.comeletive.comOther observed source5.44%1323912
#30 of 275Erpflowlabs.comerpflowlabs.comOther observed source5.44%1323912
#31 of 275Leonar.appleonar.appOther observed source5.44%1323912
#32 of 275Workhuman.comworkhuman.comOther observed source5.44%1323912
#33 of 275Thesmbguide.comthesmbguide.comOther observed source5.02%1223912
#34 of 275Peoplebox.aipeoplebox.aiVendor-owned source4.60%1123912
#35 of 275Recruitee.comrecruitee.comOther observed source4.60%1123912
#36 of 275Vecosys.comvecosys.comOther observed source4.60%1123912
#37 of 275Geekflare.comgeekflare.comOther observed source4.18%1023912
#38 of 275Hibob.comhibob.comVendor-owned source4.18%1023912
#39 of 275Peoplegoal.compeoplegoal.comVendor-owned source4.18%1023912
#40 of 275Staffedup.comstaffedup.comOther observed source4.18%1023912
#41 of 275TechRepublictechrepublic.comEditorial publication4.18%1023912
#42 of 275Uschamber.comuschamber.comOther observed source4.18%1023912
#43 of 275Workstream.usworkstream.usOther observed source4.18%1023912
#44 of 275Acutedata.comacutedata.comOther observed source3.77%923912
#45 of 275Fountain.comfountain.comOther observed source3.77%923912
#46 of 275Jugglehire.comjugglehire.comOther observed source3.77%923912
#47 of 275Leapsome.comleapsome.comVendor-owned source3.77%923912
#48 of 275Profitbooks.netprofitbooks.netOther observed source3.77%923912
#49 of 275Redditreddit.comCommunity and social platform3.77%923912
#50 of 275Saasworthy.comsaasworthy.comOther observed source3.77%923912
#51 of 27515five.com15five.comOther observed source3.35%823912
#52 of 275Deel.comdeel.comVendor-owned source3.35%823912
#53 of 275Jazzhr.comjazzhr.comOther observed source3.35%823912
#54 of 275Mailjet.commailjet.comOther observed source3.35%823912
#55 of 275Mokahr.iomokahr.ioOther observed source3.35%823912
#56 of 275Noon.ainoon.aiOther observed source3.35%823912
#57 of 275TechTargettechtarget.comEditorial publication3.35%823912
#58 of 275Thetalentcommunity.netthetalentcommunity.netOther observed source3.35%823912
#59 of 275Zimyo.comzimyo.comOther observed source3.35%823912
#60 of 275Aihr.comaihr.comOther observed source2.93%723912
#61 of 275Helioshr.comhelioshr.comVendor-owned source2.93%723912
#62 of 275Hrget.comhrget.comOther observed source2.93%723912
#63 of 275HROpsLabhropslab.comEditorial publication2.93%723912
#64 of 275Intervue.iointervue.ioOther observed source2.93%723912
#65 of 275Matchr.commatchr.comOther observed source2.93%723912
#66 of 275Pitchnhire.compitchnhire.comOther observed source2.93%723912
#67 of 275Small-improvements.comsmall-improvements.comOther observed source2.93%723912
#68 of 275Softwareadvice.comsoftwareadvice.comOther observed source2.93%723912
#69 of 275Workable.comworkable.comOther observed source2.93%723912
#70 of 275100hires.com100hires.comOther observed source2.51%623912
#71 of 275Canditech.iocanditech.ioOther observed source2.51%623912
#72 of 275Joinhomebase.comjoinhomebase.comOther observed source2.51%623912
#73 of 275Metaview.aimetaview.aiVendor-owned source2.51%623912
#74 of 275Rippling.comrippling.comVendor-owned source2.51%623912
#75 of 275Taito.aitaito.aiOther observed source2.51%623912
#76 of 275Ustechautomations.comustechautomations.comOther observed source2.51%623912
#77 of 275Workforce.comworkforce.comOther observed source2.51%623912
#78 of 275YouTubeyoutube.comSearch or media platform2.51%623912
#79 of 275Bestforbusiness.orgbestforbusiness.orgOther observed source2.09%523912
#80 of 275Getapp.comgetapp.comOther observed source2.09%523912
#81 of 275Happily.aihappily.aiOther observed source2.09%523912
#82 of 275Hrtechsaas.comhrtechsaas.comVendor-owned source2.09%523912
#83 of 275Indeed.comindeed.comOther observed source2.09%523912
#84 of 275Kula.aikula.aiOther observed source2.09%523912
#85 of 275Managebetter.commanagebetter.comOther observed source2.09%523912
#86 of 275Monday.commonday.comVendor-owned source2.09%523912
#87 of 275Ninjagig.comninjagig.comOther observed source2.09%523912
#88 of 275Paycor.compaycor.comOther observed source2.09%523912
#89 of 275PCMagpcmag.comEditorial publication2.09%523912
#90 of 275Performancemanagementcompany.comperformancemanagementcompany.comOther observed source2.09%523912
#91 of 275Recruiteronics.comrecruiteronics.comMarket and company database2.09%523912
#92 of 275Upward365.comupward365.comOther observed source2.09%523912
#93 of 275Zeeg.mezeeg.meOther observed source2.09%523912
#94 of 275Ashbyhq.comashbyhq.comOther observed source1.67%423912
#95 of 275Breezy.hrbreezy.hrOther observed source1.67%423912
#96 of 275Citehawk.comcitehawk.comOther observed source1.67%423912
#97 of 275Evalflow.comevalflow.comOther observed source1.67%423912
#98 of 275Gartner.comgartner.comAnalyst and consulting research1.67%423912
#99 of 275Guideflow.comguideflow.comOther observed source1.67%423912
#100 of 275Hr.universityhr.universityAcademic and government source1.67%423912

Showing the first 100 rows from 275 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. HR & Talent / Best tools: 275 observed source domains in the leaderboard, measured on 239 observed runs across 12 distinct run dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/hr-talent/best_x. CC BY 4.0.
APA
Parrott, J. (2026). HR & Talent / Best tools in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/hr-talent/best_x https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrihrtalentbestx,
  author = {Parrott, Jaxon},
  title = {HR \& Talent / Best tools 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/hr-talent/best_x},
  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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