Collection began 2026-09-07.
HR & TalentStateCollecting Observed runs66 Run dates4 Observed domains202
Collecting segment
HR & Talent: Is it worth it in the Machine Relations Index
Collecting observations. This segment has 66 observed answer runs across 4 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 |
|---|---|---|---|---|---|
| Performyard.comperformyard.com | Other observed source | 12 | 66 | 4 | Collecting observations |
| Lattice.comlattice.com | Vendor-owned source | 10 | 66 | 4 | Collecting observations |
| Adp.comadp.com | Vendor-owned source | 9 | 66 | 4 | Collecting observations |
| Peoplegoal.compeoplegoal.com | Vendor-owned source | 7 | 66 | 4 | Collecting observations |
| Peoplemanagingpeople.compeoplemanagingpeople.com | Editorial publication | 7 | 66 | 4 | Collecting observations |
| Cultureamp.comcultureamp.com | Other observed source | 6 | 66 | 4 | Collecting observations |
| Clearcompany.comclearcompany.com | Other observed source | 5 | 66 | 4 | Collecting observations |
| G2g2.com | Market and company database | 5 | 66 | 4 | Collecting observations |
| Takecommandhealth.comtakecommandhealth.com | Other observed source | 5 | 66 | 4 | Collecting observations |
| 15five.com15five.com | Other observed source | 4 | 66 | 4 | Collecting observations |
| Articsledge.comarticsledge.com | Other observed source | 4 | 66 | 4 | Collecting observations |
| Effy.aieffy.ai | Other observed source | 4 | 66 | 4 | Collecting observations |
| Evalflow.comevalflow.com | Other observed source | 4 | 66 | 4 | Collecting observations |
| Getbenepass.comgetbenepass.com | Other observed source | 4 | 66 | 4 | Collecting observations |
| Guideflow.comguideflow.com | Vendor-owned source | 4 | 66 | 4 | Collecting observations |
| Hibob.comhibob.com | Vendor-owned source | 4 | 66 | 4 | Collecting observations |
| Item.comitem.com | Other observed source | 4 | 66 | 4 | Collecting observations |
| Monday.commonday.com | Vendor-owned source | 4 | 66 | 4 | Collecting observations |
| Neogov.comneogov.com | Other observed source | 4 | 66 | 4 | Collecting observations |
| Netatwork.comnetatwork.com | Other observed source | 4 | 66 | 4 | Collecting observations |
| Okrstool.comokrstool.com | Other observed source | 4 | 66 | 4 | Collecting observations |
| Pbscard.compbscard.com | Other observed source | 4 | 66 | 4 | Collecting observations |
| Rippling.comrippling.com | Vendor-owned source | 4 | 66 | 4 | Collecting observations |
| Selectsoftwarereviews.comselectsoftwarereviews.com | Editorial publication | 4 | 66 | 4 | Collecting observations |
| Selerix.comselerix.com | Other observed source | 4 | 66 | 4 | Collecting observations |
| Achievers.comachievers.com | Other observed source | 3 | 66 | 4 | Collecting observations |
| Betterworks.combetterworks.com | Other observed source | 3 | 66 | 4 | Collecting observations |
| Firsthr.appfirsthr.app | Other observed source | 3 | 66 | 4 | Collecting observations |
| Getebm.comgetebm.com | Other observed source | 3 | 66 | 4 | Collecting observations |
| Hrstacksolutions.comhrstacksolutions.com | Other observed source | 3 | 66 | 4 | Collecting observations |
| Indeed.comindeed.com | Other observed source | 3 | 66 | 4 | Collecting observations |
| Mesh.aimesh.ai | Other observed source | 3 | 66 | 4 | Collecting observations |
| Monitask.commonitask.com | Other observed source | 3 | 66 | 4 | Collecting observations |
| Performancereviewssoftware.comperformancereviewssoftware.com | Editorial publication | 3 | 66 | 4 | Collecting observations |
| Qualtrics.comqualtrics.com | Other observed source | 3 | 66 | 4 | Collecting observations |
| Quantumworkplace.comquantumworkplace.com | Other observed source | 3 | 66 | 4 | Collecting observations |
| Sage.comsage.com | Vendor-owned source | 3 | 66 | 4 | Collecting observations |
| Sentrient.com.ausentrient.com.au | Other observed source | 3 | 66 | 4 | Collecting observations |
| Spiderstrategies.comspiderstrategies.com | Other observed source | 3 | 66 | 4 | Collecting observations |
| Teamflect.comteamflect.com | Other observed source | 3 | 66 | 4 | Collecting observations |
| Workleap.comworkleap.com | Other observed source | 3 | 66 | 4 | Collecting observations |
| Applauz.meapplauz.me | Other observed source | 2 | 66 | 4 | Collecting observations |
| Assessteam.comassessteam.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Bamboohr.iebamboohr.ie | Other observed source | 2 | 66 | 4 | Collecting observations |
| Betterup.combetterup.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Capitolbenefits.comcapitolbenefits.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Capterra.comcapterra.com | Market and company database | 2 | 66 | 4 | Collecting observations |
| Ccwa.usccwa.us | Other observed source | 2 | 66 | 4 | Collecting observations |
| Changeengine.comchangeengine.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Charitymiles.orgcharitymiles.org | Other observed source | 2 | 66 | 4 | Collecting observations |
| Employee-performance.comemployee-performance.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Engagedly.comengagedly.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Equityhr.comequityhr.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Harmonyhr.orgharmonyhr.org | Other observed source | 2 | 66 | 4 | Collecting observations |
| Hiringaiguide.comhiringaiguide.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Holafly.comholafly.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Isolvedhcm.comisolvedhcm.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Joinhomebase.comjoinhomebase.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| LinkedInlinkedin.com | Community and social platform | 2 | 66 | 4 | Collecting observations |
| Mangoapps.commangoapps.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Mitratech.commitratech.com | Vendor-owned source | 2 | 66 | 4 | Collecting observations |
| Namely.comnamely.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Netchex.comnetchex.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Oracle.comoracle.com | Vendor-owned source | 2 | 66 | 4 | Collecting observations |
| Oysterhr.comoysterhr.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Paychex.compaychex.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Paycom.compaycom.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Peoplebox.aipeoplebox.ai | Other observed source | 2 | 66 | 4 | Collecting observations |
| Peoplehum.compeoplehum.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Peopleopsclub.compeopleopsclub.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Peptrics.compeptrics.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Priceithere.compriceithere.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Prismhr.comprismhr.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Profit.coprofit.co | Other observed source | 2 | 66 | 4 | Collecting observations |
| Proprofstraining.comproprofstraining.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Redditreddit.com | Community and social platform | 2 | 66 | 4 | Collecting observations |
| Sap.comsap.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Siit.iosiit.io | Other observed source | 2 | 66 | 4 | Collecting observations |
| Slack.comslack.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Softwareadvice.comsoftwareadvice.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Soteriahr.comsoteriahr.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Sprad.iosprad.io | Other observed source | 2 | 66 | 4 | Collecting observations |
| Staffcircle.comstaffcircle.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Tech.cotech.co | Editorial publication | 2 | 66 | 4 | Collecting observations |
| Thrivesparrow.comthrivesparrow.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Tophrsoftware.comtophrsoftware.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Workisy.comworkisy.com | Other observed source | 2 | 66 | 4 | Collecting observations |
| Abacum.aiabacum.ai | Other observed source | 1 | 66 | 4 | Collecting observations |
| Addicted2success.comaddicted2success.com | Other observed source | 1 | 66 | 4 | Collecting observations |
| Agilityportal.ioagilityportal.io | Other observed source | 1 | 66 | 4 | Collecting observations |
| Allianzcare.comallianzcare.com | Other observed source | 1 | 66 | 4 | Collecting observations |
| Appcues.comappcues.com | Other observed source | 1 | 66 | 4 | Collecting observations |
| Axiomhrs.comaxiomhrs.com | Other observed source | 1 | 66 | 4 | Collecting observations |
| Bamboohr.combamboohr.com | Other observed source | 1 | 66 | 4 | Collecting observations |
| Baylor.edubaylor.edu | Academic and government source | 1 | 66 | 4 | Collecting observations |
| Benefitfocus.combenefitfocus.com | Other observed source | 1 | 66 | 4 | Collecting observations |
| Benefitsalign.combenefitsalign.com | Other observed source | 1 | 66 | 4 | Collecting observations |
| Benefitshubnordic.combenefitshubnordic.com | Other observed source | 1 | 66 | 4 | Collecting observations |
| Benely.combenely.com | Other observed source | 1 | 66 | 4 | Collecting observations |
| Blueshift.comblueshift.com | Other observed source | 1 | 66 | 4 | Collecting observations |
Showing the first 100 rows from 202 observed domains.
Release and boundary
How to cite this segment
HR & Talent / Is it worth it: collecting observations across 66 observed runs and 4 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/is_x_worth.
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.