Evidence floor met in this release.
Published segment leaderboard
HR & Talent: Top lists in the Machine Relations Index
This leaderboard uses only the HR & Talent / Top lists segment denominator: 203 observed answer runs across 11 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 255 | Workforce.comworkforce.com | Other observed source | 31.53% | 64 | 203 | 11 |
| #2 of 255 | People Managing Peoplepeoplemanagingpeople.com | Editorial publication | 30.05% | 61 | 203 | 11 |
| #3 of 255 | Workstream.usworkstream.us | Other observed source | 25.62% | 52 | 203 | 11 |
| #4 of 255 | Gusto.comgusto.com | Other observed source | 24.14% | 49 | 203 | 11 |
| #5 of 255 | Joinhomebase.comjoinhomebase.com | Other observed source | 23.15% | 47 | 203 | 11 |
| #6 of 255 | Paylocity.compaylocity.com | Other observed source | 16.75% | 34 | 203 | 11 |
| #7 of 255 | TechRepublictechrepublic.com | Editorial publication | 14.29% | 29 | 203 | 11 |
| #8 of 255 | Forbesforbes.com | Editorial publication | 13.79% | 28 | 203 | 11 |
| #9 of 255 | SelectSoftware Reviewsselectsoftwarereviews.com | Other observed source | 11.82% | 24 | 203 | 11 |
| #10 of 255 | Hibob.comhibob.com | Vendor-owned source | 11.33% | 23 | 203 | 11 |
| #11 of 255 | PCMagpcmag.com | Editorial publication | 11.33% | 23 | 203 | 11 |
| #12 of 255 | Adp.comadp.com | Vendor-owned source | 10.34% | 21 | 203 | 11 |
| #13 of 255 | Rippling.comrippling.com | Vendor-owned source | 9.36% | 19 | 203 | 11 |
| #14 of 255 | TechRadartechradar.com | Editorial publication | 9.36% | 19 | 203 | 11 |
| #15 of 255 | Eletive.comeletive.com | Other observed source | 8.87% | 18 | 203 | 11 |
| #16 of 255 | Betterworks.combetterworks.com | Other observed source | 8.37% | 17 | 203 | 11 |
| #17 of 255 | Achievers.comachievers.com | Other observed source | 7.88% | 16 | 203 | 11 |
| #18 of 255 | Zoho.comzoho.com | Other observed source | 7.88% | 16 | 203 | 11 |
| #19 of 255 | Business.combusiness.com | Other observed source | 7.39% | 15 | 203 | 11 |
| #20 of 255 | Onpay.comonpay.com | Other observed source | 7.39% | 15 | 203 | 11 |
| #21 of 255 | Capterra.comcapterra.com | Market and company database | 6.40% | 13 | 203 | 11 |
| #22 of 255 | Culturemonkey.ioculturemonkey.io | Other observed source | 6.40% | 13 | 203 | 11 |
| #23 of 255 | Lattice.comlattice.com | Vendor-owned source | 5.42% | 11 | 203 | 11 |
| #24 of 255 | G2g2.com | Market and company database | 4.93% | 10 | 203 | 11 |
| #25 of 255 | Paycom.compaycom.com | Other observed source | 4.93% | 10 | 203 | 11 |
| #26 of 255 | Qualtrics.comqualtrics.com | Other observed source | 4.93% | 10 | 203 | 11 |
| #27 of 255 | Teamspective.comteamspective.com | Other observed source | 4.93% | 10 | 203 | 11 |
| #28 of 255 | Paydayhcm.compaydayhcm.com | Vendor-owned source | 4.43% | 9 | 203 | 11 |
| #29 of 255 | Performyard.comperformyard.com | Other observed source | 4.43% | 9 | 203 | 11 |
| #30 of 255 | Worldmetrics.orgworldmetrics.org | Analyst and consulting research | 4.43% | 9 | 203 | 11 |
| #31 of 255 | Beltstack.combeltstack.com | Other observed source | 3.94% | 8 | 203 | 11 |
| #32 of 255 | Engagedly.comengagedly.com | Other observed source | 3.94% | 8 | 203 | 11 |
| #33 of 255 | Fingercheck.comfingercheck.com | Other observed source | 3.94% | 8 | 203 | 11 |
| #34 of 255 | Quantumworkplace.comquantumworkplace.com | Other observed source | 3.94% | 8 | 203 | 11 |
| #35 of 255 | Workhuman.comworkhuman.com | Other observed source | 3.94% | 8 | 203 | 11 |
| #36 of 255 | Harmny.aiharmny.ai | Other observed source | 3.45% | 7 | 203 | 11 |
| #37 of 255 | Netchex.comnetchex.com | Other observed source | 3.45% | 7 | 203 | 11 |
| #38 of 255 | Paycor.compaycor.com | Other observed source | 3.45% | 7 | 203 | 11 |
| #39 of 255 | Payrollintegrations.compayrollintegrations.com | Other observed source | 3.45% | 7 | 203 | 11 |
| #40 of 255 | Questionpro.comquestionpro.com | Other observed source | 3.45% | 7 | 203 | 11 |
| #41 of 255 | Ramp.comramp.com | Vendor-owned source | 3.45% | 7 | 203 | 11 |
| #42 of 255 | Rework.comrework.com | Other observed source | 3.45% | 7 | 203 | 11 |
| #43 of 255 | Technologyadvice.comtechnologyadvice.com | Market and company database | 3.45% | 7 | 203 | 11 |
| #44 of 255 | 15five.com15five.com | Other observed source | 2.96% | 6 | 203 | 11 |
| #45 of 255 | Fitgap.comfitgap.com | Other observed source | 2.96% | 6 | 203 | 11 |
| #46 of 255 | Karllhughes.comkarllhughes.com | Other observed source | 2.96% | 6 | 203 | 11 |
| #47 of 255 | Payrollrate.compayrollrate.com | Other observed source | 2.96% | 6 | 203 | 11 |
| #48 of 255 | Qualaroo.comqualaroo.com | Other observed source | 2.96% | 6 | 203 | 11 |
| #49 of 255 | Thepayrollmanager.netthepayrollmanager.net | Other observed source | 2.96% | 6 | 203 | 11 |
| #50 of 255 | Workleap.comworkleap.com | Vendor-owned source | 2.96% | 6 | 203 | 11 |
| #51 of 255 | Xoxoday.comxoxoday.com | Other observed source | 2.96% | 6 | 203 | 11 |
| #52 of 255 | CNBCcnbc.com | Editorial publication | 2.46% | 5 | 203 | 11 |
| #53 of 255 | Cultureamp.comcultureamp.com | Other observed source | 2.46% | 5 | 203 | 11 |
| #54 of 255 | Deel.comdeel.com | Vendor-owned source | 2.46% | 5 | 203 | 11 |
| #55 of 255 | Digital.comdigital.com | Other observed source | 2.46% | 5 | 203 | 11 |
| #56 of 255 | Geekflare.comgeekflare.com | Other observed source | 2.46% | 5 | 203 | 11 |
| #57 of 255 | HR.softwarehr.software | Editorial publication | 2.46% | 5 | 203 | 11 |
| #58 of 255 | Inpulse.cominpulse.com | Other observed source | 2.46% | 5 | 203 | 11 |
| #59 of 255 | Latticesemi.comlatticesemi.com | Other observed source | 2.46% | 5 | 203 | 11 |
| #60 of 255 | Matterapp.commatterapp.com | Other observed source | 2.46% | 5 | 203 | 11 |
| #61 of 255 | PR Newswireprnewswire.com | Wire and press-release distribution | 2.46% | 5 | 203 | 11 |
| #62 of 255 | Softwareadvice.comsoftwareadvice.com | Other observed source | 2.46% | 5 | 203 | 11 |
| #63 of 255 | Tmetric.comtmetric.com | Other observed source | 2.46% | 5 | 203 | 11 |
| #64 of 255 | Toasttab.comtoasttab.com | Other observed source | 2.46% | 5 | 203 | 11 |
| #65 of 255 | WorkTech Deskworktechdesk.com | Editorial publication | 2.46% | 5 | 203 | 11 |
| #66 of 255 | Zapier.comzapier.com | Vendor-owned source | 2.46% | 5 | 203 | 11 |
| #67 of 255 | Connecteam.comconnecteam.com | Other observed source | 1.97% | 4 | 203 | 11 |
| #68 of 255 | Dirjournal.comdirjournal.com | Other observed source | 1.97% | 4 | 203 | 11 |
| #69 of 255 | Gallup.comgallup.com | Analyst and consulting research | 1.97% | 4 | 203 | 11 |
| #70 of 255 | Guideflow.comguideflow.com | Other observed source | 1.97% | 4 | 203 | 11 |
| #71 of 255 | Inovapayroll.cominovapayroll.com | Other observed source | 1.97% | 4 | 203 | 11 |
| #72 of 255 | Intuit.comintuit.com | Other observed source | 1.97% | 4 | 203 | 11 |
| #73 of 255 | Jostle.mejostle.me | Vendor-owned source | 1.97% | 4 | 203 | 11 |
| #74 of 255 | Matchr.commatchr.com | Other observed source | 1.97% | 4 | 203 | 11 |
| #75 of 255 | Ontheclock.comontheclock.com | Other observed source | 1.97% | 4 | 203 | 11 |
| #76 of 255 | Payrollsoftwareguide.compayrollsoftwareguide.com | Other observed source | 1.97% | 4 | 203 | 11 |
| #77 of 255 | Skima.aiskima.ai | Vendor-owned source | 1.97% | 4 | 203 | 11 |
| #78 of 255 | Sogolytics.comsogolytics.com | Other observed source | 1.97% | 4 | 203 | 11 |
| #79 of 255 | Techarticle.nettecharticle.net | Other observed source | 1.97% | 4 | 203 | 11 |
| #80 of 255 | Thrivesparrow.comthrivesparrow.com | Other observed source | 1.97% | 4 | 203 | 11 |
| #81 of 255 | Worktango.comworktango.com | Other observed source | 1.97% | 4 | 203 | 11 |
| #82 of 255 | Zipdo.cozipdo.co | Analyst and consulting research | 1.97% | 4 | 203 | 11 |
| #83 of 255 | Airwallex.comairwallex.com | Vendor-owned source | 1.48% | 3 | 203 | 11 |
| #84 of 255 | Built Inbuiltin.com | Editorial publication | 1.48% | 3 | 203 | 11 |
| #85 of 255 | Celge.frcelge.fr | Other observed source | 1.48% | 3 | 203 | 11 |
| #86 of 255 | Compunnel.comcompunnel.com | Other observed source | 1.48% | 3 | 203 | 11 |
| #87 of 255 | Employeenavigator.comemployeenavigator.com | Other observed source | 1.48% | 3 | 203 | 11 |
| #88 of 255 | Equal Pay Todayequalpaytoday.org | Other observed source | 1.48% | 3 | 203 | 11 |
| #89 of 255 | Flaree.appflaree.app | Vendor-owned source | 1.48% | 3 | 203 | 11 |
| #90 of 255 | Gitnux.orggitnux.org | Analyst and consulting research | 1.48% | 3 | 203 | 11 |
| #91 of 255 | Gratuitysolutions.comgratuitysolutions.com | Other observed source | 1.48% | 3 | 203 | 11 |
| #92 of 255 | Greatstartuptools.comgreatstartuptools.com | Other observed source | 1.48% | 3 | 203 | 11 |
| #93 of 255 | Hybridpayroll.comhybridpayroll.com | Vendor-owned source | 1.48% | 3 | 203 | 11 |
| #94 of 255 | Infeedo.aiinfeedo.ai | Other observed source | 1.48% | 3 | 203 | 11 |
| #95 of 255 | Internshala.cominternshala.com | Other observed source | 1.48% | 3 | 203 | 11 |
| #96 of 255 | Leapsome.comleapsome.com | Vendor-owned source | 1.48% | 3 | 203 | 11 |
| #97 of 255 | Patriotsoftware.compatriotsoftware.com | Other observed source | 1.48% | 3 | 203 | 11 |
| #98 of 255 | Rankedsuite.comrankedsuite.com | Vendor-owned source | 1.48% | 3 | 203 | 11 |
| #99 of 255 | Tech.cotech.co | Editorial publication | 1.48% | 3 | 203 | 11 |
| #100 of 255 | Thecfoclub.comthecfoclub.com | Other observed source | 1.48% | 3 | 203 | 11 |
Showing the first 100 rows from 255 observed domains.
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. HR & Talent / Top lists: 255 observed source domains in the leaderboard, measured on 203 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/top_list. CC BY 4.0.Parrott, J. (2026). HR & Talent / Top lists 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/top_list https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mrihrtalenttoplist,
author = {Parrott, Jaxon},
title = {HR \& Talent / Top lists 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/top_list},
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.