HR & Talent

Published segment leaderboard

HR & Talent: Comparisons in the Machine Relations Index

This leaderboard uses only the HR & Talent / Comparisons segment denominator: 210 observed answer runs across 11 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs210

Segment-specific denominator. Not the overall domain denominator.

Run dates11

Release floor: 7 dates.

Observed domains257

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 257Rippling.comrippling.comVendor-owned source18.10%3821011
#2 of 257Rework.comrework.comOther observed source15.24%3221011
#3 of 257Gusto.comgusto.comOther observed source13.81%2921011
#4 of 257Hrstacks.comhrstacks.comOther observed source12.86%2721011
#5 of 257Capterra.comcapterra.comMarket and company database10.00%2121011
#6 of 257Outsail.cooutsail.coAnalyst and consulting research9.52%2021011
#7 of 257People Managing Peoplepeoplemanagingpeople.comEditorial publication9.52%2021011
#8 of 257Spotsaas.comspotsaas.comMarket and company database9.52%2021011
#9 of 257Clonepartner.comclonepartner.comOther observed source8.10%1721011
#10 of 257TechRadartechradar.comEditorial publication8.10%1721011
#11 of 257Hibob.comhibob.comVendor-owned source7.62%1621011
#12 of 257Skillsociety.com.auskillsociety.com.auVendor-owned source7.62%1621011
#13 of 257Hrcompared.comhrcompared.comOther observed source7.14%1521011
#14 of 257Joinhomebase.comjoinhomebase.comOther observed source7.14%1521011
#15 of 257Recruithorizon.airecruithorizon.aiVendor-owned source7.14%1521011
#16 of 257Hrmsworld.comhrmsworld.comOther observed source6.67%1421011
#17 of 257Siit.iosiit.ioOther observed source6.67%1421011
#18 of 257Hrcloud.comhrcloud.comVendor-owned source6.19%1321011
#19 of 257Bolto.combolto.comVendor-owned source5.71%1221011
#20 of 257Getguru.comgetguru.comOther observed source5.71%1221011
#21 of 257Degreetwentythree.comdegreetwentythree.comOther observed source5.24%1121011
#22 of 257Payrolldetective.compayrolldetective.comOther observed source5.24%1121011
#23 of 2574spotconsulting.com4spotconsulting.comOther observed source4.76%1021011
#24 of 257Hrtechsaas.comhrtechsaas.comVendor-owned source4.76%1021011
#25 of 257Techvendorindex.comtechvendorindex.comMarket and company database4.76%1021011
#26 of 257Edstellar.comedstellar.comOther observed source4.29%921011
#27 of 257Ihrim.orgihrim.orgOther observed source4.29%921011
#28 of 257Lattice.comlattice.comVendor-owned source4.29%921011
#29 of 257LinkedInlinkedin.comCommunity and social platform4.29%921011
#30 of 257Moveworks.commoveworks.comOther observed source4.29%921011
#31 of 257Pitchnhire.compitchnhire.comOther observed source4.29%921011
#32 of 257Scouttalent.comscouttalent.comOther observed source4.29%921011
#33 of 257Selecthub.comselecthub.comOther observed source4.29%921011
#34 of 257Softwarefinder.comsoftwarefinder.comMarket and company database4.29%921011
#35 of 257Sonary.comsonary.comOther observed source4.29%921011
#36 of 257Trinet.comtrinet.comOther observed source4.29%921011
#37 of 257Workology.comworkology.comOther observed source4.29%921011
#38 of 257Gethirex.comgethirex.comVendor-owned source3.81%821011
#39 of 257Keka.comkeka.comOther observed source3.81%821011
#40 of 257Peoplespheres.compeoplespheres.comVendor-owned source3.81%821011
#41 of 257Redditreddit.comCommunity and social platform3.81%821011
#42 of 257Softwareadvice.comsoftwareadvice.comOther observed source3.81%821011
#43 of 257Ukg.comukg.comOther observed source3.81%821011
#44 of 257G2g2.comMarket and company database3.33%721011
#45 of 257Guideflow.comguideflow.comOther observed source3.33%721011
#46 of 257Stack Insightstackinsight.netEditorial publication3.33%721011
#47 of 257Technologyadvice.comtechnologyadvice.comMarket and company database3.33%721011
#48 of 257Thehrdigest.comthehrdigest.comMarket and company database3.33%721011
#49 of 257The Next Webthenextweb.comEditorial publication3.33%721011
#50 of 257Warka.appwarka.appOther observed source3.33%721011
#51 of 257Business.combusiness.comOther observed source2.86%621011
#52 of 257Clearcompany.comclearcompany.comOther observed source2.86%621011
#53 of 257Deel.comdeel.comVendor-owned source2.86%621011
#54 of 257HR Brewhr-brew.comEditorial publication2.86%621011
#55 of 257Hr.comhr.comOther observed source2.86%621011
#56 of 257Johngalt-finance.comjohngalt-finance.comOther observed source2.86%621011
#57 of 257Paycom.compaycom.comOther observed source2.86%621011
#58 of 257Peopleopsclub.compeopleopsclub.comOther observed source2.86%621011
#59 of 257Qjumpers.comqjumpers.comOther observed source2.86%621011
#60 of 257Umantis.comumantis.comOther observed source2.86%621011
#61 of 257Workmotion.comworkmotion.comVendor-owned source2.86%621011
#62 of 257Checkr.comcheckr.comOther observed source2.38%521011
#63 of 257Costbench.comcostbench.comOther observed source2.38%521011
#64 of 257Forbesforbes.comEditorial publication2.38%521011
#65 of 257Getdianahr.comgetdianahr.comOther observed source2.38%521011
#66 of 257Hr.universityhr.universityAcademic and government source2.38%521011
#67 of 257Peoplehum.compeoplehum.comOther observed source2.38%521011
#68 of 257Prepzo.aiprepzo.aiVendor-owned source2.38%521011
#69 of 257Rsmus.comrsmus.comOther observed source2.38%521011
#70 of 257Scouttalenthq.comscouttalenthq.comOther observed source2.38%521011
#71 of 257TechRepublictechrepublic.comEditorial publication2.38%521011
#72 of 257Treegarden.iotreegarden.ioVendor-owned source2.38%521011
#73 of 257Ustechautomations.comustechautomations.comOther observed source2.38%521011
#74 of 257YouTubeyoutube.comSearch or media platform2.38%521011
#75 of 257Adp.comadp.comVendor-owned source1.90%421011
#76 of 257AIToolsBakeryaitoolsbakery.comEditorial publication1.90%421011
#77 of 257Appaca.aiappaca.aiOther observed source1.90%421011
#78 of 257Axiomhrs.comaxiomhrs.comOther observed source1.90%421011
#79 of 257Bamboohr.combamboohr.comVendor-owned source1.90%421011
#80 of 257Dayforce.comdayforce.comOther observed source1.90%421011
#81 of 257Dupple.comdupple.comOther observed source1.90%421011
#82 of 257Enboarder.comenboarder.comOther observed source1.90%421011
#83 of 257Findvelio.comfindvelio.comVendor-owned source1.90%421011
#84 of 257Getstello.aigetstello.aiOther observed source1.90%421011
#85 of 257Leapsome.comleapsome.comVendor-owned source1.90%421011
#86 of 257Match-vs.commatch-vs.comVendor-owned source1.90%421011
#87 of 257Paychex.compaychex.comOther observed source1.90%421011
#88 of 257Peerspot.compeerspot.comMarket and company database1.90%421011
#89 of 257Rho.corho.coOther observed source1.90%421011
#90 of 257Tech Guidetechguide.com.auEditorial publication1.90%421011
#91 of 257Trulycritic.comtrulycritic.comVendor-owned source1.90%421011
#92 of 257Worknice.comworknice.comOther observed source1.90%421011
#93 of 257Beqom.combeqom.comOther observed source1.43%321011
#94 of 257Cezannehr.comcezannehr.comOther observed source1.43%321011
#95 of 257Compackage.comcompackage.comOther observed source1.43%321011
#96 of 257Differdiffer.blogOther observed source1.43%321011
#97 of 257Employmenthero.comemploymenthero.comVendor-owned source1.43%321011
#98 of 257Eskill.comeskill.comOther observed source1.43%321011
#99 of 257Helionerp.comhelionerp.comOther observed source1.43%321011
#100 of 257Hrsoftwarepick.comhrsoftwarepick.comOther observed source1.43%321011

Showing the first 100 rows from 257 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. HR & Talent / Comparisons: 257 observed source domains in the leaderboard, measured on 210 observed runs across 11 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/x_vs_y. CC BY 4.0.
APA
Parrott, J. (2026). HR & Talent / Comparisons 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/x_vs_y https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrihrtalentxvsy,
  author = {Parrott, Jaxon},
  title = {HR \& Talent / Comparisons 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/x_vs_y},
  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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