Healthcare Services

Published segment leaderboard

Healthcare Services: Is it worth it in the Machine Relations Index

This leaderboard uses only the Healthcare Services / Is it worth it segment denominator: 232 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs232

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains341

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 341NIHnih.govAcademic and government source22.41%5223212
#2 of 341Getfreed.aigetfreed.aiOther observed source17.67%4123212
#3 of 341Commure.comcommure.comOther observed source14.22%3323212
#4 of 341Ama-assn.orgama-assn.orgAcademic and government source13.36%3123212
#5 of 341Medicaleconomics.commedicaleconomics.comOther observed source13.36%3123212
#6 of 341Quickintell.comquickintell.comOther observed source9.91%2323212
#7 of 341TechTargettechtarget.comEditorial publication9.48%2223212
#8 of 341Honeyhealth.aihoneyhealth.aiOther observed source8.62%2023212
#9 of 341Patientnotes.aipatientnotes.aiOther observed source8.62%2023212
#10 of 341Omnimd.comomnimd.comOther observed source8.19%1923212
#11 of 341Pabau.compabau.comOther observed source8.19%1923212
#12 of 341Practiceehr.compracticeehr.comOther observed source8.19%1923212
#13 of 341Aafp.orgaafp.orgOther observed source7.76%1823212
#14 of 341STATstatnews.comEditorial publication7.76%1823212
#15 of 341Datarovers.comdatarovers.comOther observed source6.90%1623212
#16 of 341Enterprisedna.coenterprisedna.coOther observed source6.47%1523212
#17 of 341Redditreddit.comCommunity and social platform6.47%1523212
#18 of 3411stproviderschoice.com1stproviderschoice.comOther observed source6.03%1423212
#19 of 341Healthit.govhealthit.govAcademic and government source6.03%1423212
#20 of 341Medicalbillersandcoders.commedicalbillersandcoders.comVendor-owned source6.03%1423212
#21 of 341Onclive.comonclive.comOther observed source6.03%1423212
#22 of 341Cer.bocer.boOther observed source5.60%1323212
#23 of 341Jamanetwork.comjamanetwork.comOther observed source5.60%1323212
#24 of 341Clarity-ventures.comclarity-ventures.comOther observed source5.17%1223212
#25 of 341Comparepracticetools.comcomparepracticetools.comMarket and company database5.17%1223212
#26 of 341Journal of Medical Internet Researchjmir.orgEditorial publication5.17%1223212
#27 of 341Mdclarity.commdclarity.comOther observed source4.74%1123212
#28 of 341Permanente.orgpermanente.orgOther observed source4.74%1123212
#29 of 341Advisory.comadvisory.comOther observed source4.31%1023212
#30 of 341Enter.healthenter.healthOther observed source4.31%1023212
#31 of 341Osplabs.comosplabs.comOther observed source4.31%1023212
#32 of 341Patientsquare.compatientsquare.comMarket and company database4.31%1023212
#33 of 341Residencyadvisor.comresidencyadvisor.comOther observed source4.31%1023212
#34 of 341Scribeberry.comscribeberry.comOther observed source4.31%1023212
#35 of 341Sprypt.comsprypt.comOther observed source4.31%1023212
#36 of 341Annexmed.comannexmed.comOther observed source3.88%923212
#37 of 341Billingparadise.combillingparadise.comOther observed source3.88%923212
#38 of 341Physicianspractice.comphysicianspractice.comOther observed source3.88%923212
#39 of 341Sully.aisully.aiOther observed source3.88%923212
#40 of 341Trytwofold.comtrytwofold.comOther observed source3.88%923212
#41 of 341Aegishealth.usaegishealth.usVendor-owned source3.45%823212
#42 of 341Digisoftsolution.comdigisoftsolution.comOther observed source3.45%823212
#43 of 341Healthgrades.comhealthgrades.comOther observed source3.45%823212
#44 of 341Heidihealth.comheidihealth.comOther observed source3.45%823212
#45 of 341Innobothealth.cominnobothealth.comOther observed source3.02%723212
#46 of 341Keragon.comkeragon.comOther observed source3.02%723212
#47 of 341Knack.comknack.comOther observed source3.02%723212
#48 of 341Medtechconsulting.netmedtechconsulting.netOther observed source3.02%723212
#49 of 341Rivethealth.comrivethealth.comOther observed source3.02%723212
#50 of 341Aao.orgaao.orgOther observed source2.59%623212
#51 of 341Athenahealth.comathenahealth.comVendor-owned source2.59%623212
#52 of 341Bam.aibam.aiOther observed source2.59%623212
#53 of 341Docvilla.comdocvilla.comOther observed source2.59%623212
#54 of 341Glass.healthglass.healthOther observed source2.59%623212
#55 of 341Healthcare Divehealthcaredive.comEditorial publication2.59%623212
#56 of 341Nextech.comnextech.comOther observed source2.59%623212
#57 of 341Nexusclinical.comnexusclinical.comVendor-owned source2.59%623212
#58 of 341R1rcm.comr1rcm.comOther observed source2.59%623212
#59 of 341Arxiv.orgarxiv.orgAcademic and government source2.16%523212
#60 of 341Elion.healthelion.healthOther observed source2.16%523212
#61 of 341Fierce Healthcarefiercehealthcare.comEditorial publication2.16%523212
#62 of 341Healthrise.comhealthrise.comOther observed source2.16%523212
#63 of 341Lifepoint.comlifepoint.comOther observed source2.16%523212
#64 of 341Marvix.aimarvix.aiOther observed source2.16%523212
#65 of 341Medusarcm.commedusarcm.comOther observed source2.16%523212
#66 of 341Phoenixstrategy.groupphoenixstrategy.groupVendor-owned source2.16%523212
#67 of 341Physicianleaders.orgphysicianleaders.orgOther observed source2.16%523212
#68 of 341Soapnoteai.comsoapnoteai.comOther observed source2.16%523212
#69 of 341Sovdoc.comsovdoc.comAnalyst and consulting research2.16%523212
#70 of 341Updox.comupdox.comOther observed source2.16%523212
#71 of 341Zedtreeo.comzedtreeo.comOther observed source2.16%523212
#72 of 341Adsc.comadsc.comOther observed source1.72%423212
#73 of 341Aha.orgaha.orgAcademic and government source1.72%423212
#74 of 341Axiosaxios.comEditorial publication1.72%423212
#75 of 341Brownhealth.orgbrownhealth.orgAcademic and government source1.72%423212
#76 of 341Cfpc.cacfpc.caOther observed source1.72%423212
#77 of 341Chief Healthcare Executivechiefhealthcareexecutive.comEditorial publication1.72%423212
#78 of 341Clevelandclinic.orgclevelandclinic.orgAcademic and government source1.72%423212
#79 of 341Combinehealth.aicombinehealth.aiOther observed source1.72%423212
#80 of 341Coolblueva.comcoolblueva.comOther observed source1.72%423212
#81 of 341Experian.comexperian.comVendor-owned source1.72%423212
#82 of 341Helpware.comhelpware.comOther observed source1.72%423212
#83 of 341LinkedInlinkedin.comCommunity and social platform1.72%423212
#84 of 341Medcaremso.commedcaremso.comVendor-owned source1.72%423212
#85 of 341Medicalclinicsolutions.commedicalclinicsolutions.comOther observed source1.72%423212
#86 of 341Medicalrecords.commedicalrecords.comOther observed source1.72%423212
#87 of 341Medsolercm.commedsolercm.comOther observed source1.72%423212
#88 of 341Nopio.comnopio.comOther observed source1.72%423212
#89 of 341Notev.ainotev.aiOther observed source1.72%423212
#90 of 341Proactivechart.comproactivechart.comOther observed source1.72%423212
#91 of 341Researchgate.netresearchgate.netAcademic and government source1.72%423212
#92 of 341Revenueinstitute.comrevenueinstitute.comOther observed source1.72%423212
#93 of 341Revenuesynergy.comrevenuesynergy.comOther observed source1.72%423212
#94 of 341Review of Ophthalmologyreviewofophthalmology.comEditorial publication1.72%423212
#95 of 341Riverrecords.airiverrecords.aiOther observed source1.72%423212
#96 of 341Sourcecycle.comsourcecycle.comOther observed source1.72%423212
#97 of 341Veroscribe.comveroscribe.comOther observed source1.72%423212
#98 of 341Vyncedigitalwiki.comvyncedigitalwiki.comMarket and company database1.72%423212
#99 of 341Waystar.comwaystar.comOther observed source1.72%423212
#100 of 341Advantumhealth.comadvantumhealth.comOther observed source1.29%323212

Showing the first 100 rows from 341 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Healthcare Services / Is it worth it: 341 observed source domains in the leaderboard, measured on 232 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/healthcare-services/is_x_worth. CC BY 4.0.
APA
Parrott, J. (2026). Healthcare Services / Is it worth it in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/healthcare-services/is_x_worth https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrihealthcareservicesisxworth,
  author = {Parrott, Jaxon},
  title = {Healthcare Services / Is it worth it 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/healthcare-services/is_x_worth},
  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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