Collection began 2026-09-06.
HR & TalentStateCollecting Observed runs71 Run dates5 Observed domains201
Collecting segment
HR & Talent: How buyers choose in the Machine Relations Index
Collecting observations. This segment has 71 observed answer runs across 5 dates; no mature rate, rank, or winner is published.
Segment-specific denominator. Not the overall domain denominator.
Release floor: 7 dates.
Only released domains with evidence in this exact segment.
Observed domains
Collecting observations, no mature leaderboard
Rows show sample progress only. Missing mature rates and ranks are unavailable, not zero.
| Source | Source role | Cited runs | Observed runs | Run dates | State |
|---|---|---|---|---|---|
| LinkedInlinkedin.com | Community and social platform | 10 | 71 | 5 | Collecting observations |
| Pin.compin.com | Vendor-owned source | 9 | 71 | 5 | Collecting observations |
| Gem.comgem.com | Vendor-owned source | 7 | 71 | 5 | Collecting observations |
| Redditreddit.com | Community and social platform | 7 | 71 | 5 | Collecting observations |
| Cvviz.comcvviz.com | Other observed source | 6 | 71 | 5 | Collecting observations |
| Peoplemanagingpeople.compeoplemanagingpeople.com | Editorial publication | 6 | 71 | 5 | Collecting observations |
| Pinpointhq.compinpointhq.com | Other observed source | 6 | 71 | 5 | Collecting observations |
| Textus.comtextus.com | Other observed source | 6 | 71 | 5 | Collecting observations |
| Umantis.comumantis.com | Other observed source | 6 | 71 | 5 | Collecting observations |
| Ustechautomations.comustechautomations.com | Other observed source | 6 | 71 | 5 | Collecting observations |
| Clearcompany.comclearcompany.com | Other observed source | 5 | 71 | 5 | Collecting observations |
| Hibob.comhibob.com | Vendor-owned source | 5 | 71 | 5 | Collecting observations |
| Lever.colever.co | Other observed source | 5 | 71 | 5 | Collecting observations |
| Metaview.aimetaview.ai | Vendor-owned source | 5 | 71 | 5 | Collecting observations |
| Mokahr.iomokahr.io | Other observed source | 5 | 71 | 5 | Collecting observations |
| Prescreener.aiprescreener.ai | Other observed source | 5 | 71 | 5 | Collecting observations |
| Recruiterflow.comrecruiterflow.com | Other observed source | 5 | 71 | 5 | Collecting observations |
| Selectsoftwarereviews.comselectsoftwarereviews.com | Editorial publication | 5 | 71 | 5 | Collecting observations |
| Selenios.comselenios.com | Other observed source | 5 | 71 | 5 | Collecting observations |
| Technologyadvice.comtechnologyadvice.com | Market and company database | 5 | 71 | 5 | Collecting observations |
| Yena.aiyena.ai | Other observed source | 5 | 71 | 5 | Collecting observations |
| Arxiv.orgarxiv.org | Academic and government source | 4 | 71 | 5 | Collecting observations |
| Atsmako.comatsmako.com | Other observed source | 4 | 71 | 5 | Collecting observations |
| Capterra.comcapterra.com | Market and company database | 4 | 71 | 5 | Collecting observations |
| Deel.comdeel.com | Vendor-owned source | 4 | 71 | 5 | Collecting observations |
| Dover.comdover.com | Other observed source | 4 | 71 | 5 | Collecting observations |
| Enboarder.comenboarder.com | Other observed source | 4 | 71 | 5 | Collecting observations |
| Fisherphillips.comfisherphillips.com | Other observed source | 4 | 71 | 5 | Collecting observations |
| Hirium.comhirium.com | Other observed source | 4 | 71 | 5 | Collecting observations |
| Hrpanda.cohrpanda.co | Other observed source | 4 | 71 | 5 | Collecting observations |
| Manatal.commanatal.com | Other observed source | 4 | 71 | 5 | Collecting observations |
| Recruitbpm.comrecruitbpm.com | Other observed source | 4 | 71 | 5 | Collecting observations |
| Recruithorizon.airecruithorizon.ai | Other observed source | 4 | 71 | 5 | Collecting observations |
| Shrm.orgshrm.org | Academic and government source | 4 | 71 | 5 | Collecting observations |
| Softwarefinder.comsoftwarefinder.com | Market and company database | 4 | 71 | 5 | Collecting observations |
| Theundercoverrecruiter.comtheundercoverrecruiter.com | Other observed source | 4 | 71 | 5 | Collecting observations |
| Brookings.edubrookings.edu | Academic and government source | 3 | 71 | 5 | Collecting observations |
| Bullhorn.combullhorn.com | Other observed source | 3 | 71 | 5 | Collecting observations |
| Checkr.comcheckr.com | Other observed source | 3 | 71 | 5 | Collecting observations |
| Eploy.comeploy.com | Other observed source | 3 | 71 | 5 | Collecting observations |
| Foundire.comfoundire.com | Other observed source | 3 | 71 | 5 | Collecting observations |
| G2g2.com | Market and company database | 3 | 71 | 5 | Collecting observations |
| Hrstacks.comhrstacks.com | Other observed source | 3 | 71 | 5 | Collecting observations |
| Juicebox.aijuicebox.ai | Vendor-owned source | 3 | 71 | 5 | Collecting observations |
| Leonar.appleonar.app | Other observed source | 3 | 71 | 5 | Collecting observations |
| Lighthousehiring.ailighthousehiring.ai | Other observed source | 3 | 71 | 5 | Collecting observations |
| Mihcm.commihcm.com | Other observed source | 3 | 71 | 5 | Collecting observations |
| Partena-professional.bepartena-professional.be | Other observed source | 3 | 71 | 5 | Collecting observations |
| Pitchnhire.compitchnhire.com | Other observed source | 3 | 71 | 5 | Collecting observations |
| Recruitcrm.iorecruitcrm.io | Other observed source | 3 | 71 | 5 | Collecting observations |
| Recuite.comrecuite.com | Other observed source | 3 | 71 | 5 | Collecting observations |
| Resumly.airesumly.ai | Other observed source | 3 | 71 | 5 | Collecting observations |
| Sage.comsage.com | Vendor-owned source | 3 | 71 | 5 | Collecting observations |
| Trykondo.comtrykondo.com | Other observed source | 3 | 71 | 5 | Collecting observations |
| Vinsys.comvinsys.com | Vendor-owned source | 3 | 71 | 5 | Collecting observations |
| Whippy.aiwhippy.ai | Other observed source | 3 | 71 | 5 | Collecting observations |
| Zal.aizal.ai | Other observed source | 3 | 71 | 5 | Collecting observations |
| 4spotconsulting.com4spotconsulting.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Acquiretm.comacquiretm.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Alex.comalex.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Arborworld.ioarborworld.io | Other observed source | 2 | 71 | 5 | Collecting observations |
| Articsledge.comarticsledge.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Ascendps.comascendps.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Atsrecruitmentsoftware.comatsrecruitmentsoftware.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Cadenceapp.cccadenceapp.cc | Other observed source | 2 | 71 | 5 | Collecting observations |
| Cloudtalk.iocloudtalk.io | Other observed source | 2 | 71 | 5 | Collecting observations |
| Dorseteye.comdorseteye.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Emptrust.comemptrust.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Findem.aifindem.ai | Other observed source | 2 | 71 | 5 | Collecting observations |
| Greenhouse.comgreenhouse.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Heymilo.aiheymilo.ai | Other observed source | 2 | 71 | 5 | Collecting observations |
| Hireforge.aihireforge.ai | Other observed source | 2 | 71 | 5 | Collecting observations |
| Hr-campus.chhr-campus.ch | Other observed source | 2 | 71 | 5 | Collecting observations |
| Hragentlabs.comhragentlabs.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Hrmsworld.comhrmsworld.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Hrone.cloudhrone.cloud | Vendor-owned source | 2 | 71 | 5 | Collecting observations |
| Icims.comicims.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Ihrim.orgihrim.org | Other observed source | 2 | 71 | 5 | Collecting observations |
| Index.devindex.dev | Other observed source | 2 | 71 | 5 | Collecting observations |
| Jeff-arnold.comjeff-arnold.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Kula.aikula.ai | Other observed source | 2 | 71 | 5 | Collecting observations |
| Lindy.ailindy.ai | Other observed source | 2 | 71 | 5 | Collecting observations |
| Netchex.comnetchex.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Pertamapartners.compertamapartners.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Petegabi.competegabi.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Randstad.comrandstad.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Recruitee.comrecruitee.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Rival-hr.comrival-hr.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Sap.comsap.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Siit.iosiit.io | Other observed source | 2 | 71 | 5 | Collecting observations |
| Snexplores.orgsnexplores.org | Other observed source | 2 | 71 | 5 | Collecting observations |
| Sparkhire.comsparkhire.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Ssrn.comssrn.com | Academic and government source | 2 | 71 | 5 | Collecting observations |
| Switsdigital.comswitsdigital.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| TechRadartechradar.com | Editorial publication | 2 | 71 | 5 | Collecting observations |
| TechTargettechtarget.com | Editorial publication | 2 | 71 | 5 | Collecting observations |
| Theaitable.orgtheaitable.org | Other observed source | 2 | 71 | 5 | Collecting observations |
| Topechelon.comtopechelon.com | Other observed source | 2 | 71 | 5 | Collecting observations |
| Tracker-rms.comtracker-rms.com | Market and company database | 2 | 71 | 5 | Collecting observations |
| Tribalhabits.comtribalhabits.com | Other observed source | 2 | 71 | 5 | Collecting observations |
Showing the first 100 rows from 201 observed domains.
Release and boundary
How to cite this segment
HR & Talent / How buyers choose: collecting observations across 71 observed runs and 5 dates, 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/how_choose.
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.