Evidence floor met in this release.
Healthcare ServicesStatePublished Observed runs157 Run dates9 Observed domains287
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: 157 observed answer runs across 9 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 287 | NIHnih.gov | Academic and government source | 23.57% | 37 | 157 | 9 |
| #2 of 287 | Getfreed.aigetfreed.ai | Other observed source | 15.92% | 25 | 157 | 9 |
| #3 of 287 | Commure.comcommure.com | Other observed source | 14.01% | 22 | 157 | 9 |
| #4 of 287 | Ama-assn.orgama-assn.org | Academic and government source | 13.38% | 21 | 157 | 9 |
| #5 of 287 | Quickintell.comquickintell.com | Other observed source | 11.46% | 18 | 157 | 9 |
| #6 of 287 | Medicaleconomics.commedicaleconomics.com | Other observed source | 10.19% | 16 | 157 | 9 |
| #7 of 287 | STATstatnews.com | Editorial publication | 10.19% | 16 | 157 | 9 |
| #8 of 287 | Omnimd.comomnimd.com | Other observed source | 9.55% | 15 | 157 | 9 |
| #9 of 287 | Patientnotes.aipatientnotes.ai | Other observed source | 9.55% | 15 | 157 | 9 |
| #10 of 287 | Practiceehr.compracticeehr.com | Other observed source | 8.28% | 13 | 157 | 9 |
| #11 of 287 | Redditreddit.com | Community and social platform | 8.28% | 13 | 157 | 9 |
| #12 of 287 | TechTargettechtarget.com | Editorial publication | 8.28% | 13 | 157 | 9 |
| #13 of 287 | Pabau.compabau.com | Other observed source | 7.64% | 12 | 157 | 9 |
| #14 of 287 | Datarovers.comdatarovers.com | Market and company database | 7.01% | 11 | 157 | 9 |
| #15 of 287 | Honeyhealth.aihoneyhealth.ai | Other observed source | 7.01% | 11 | 157 | 9 |
| #16 of 287 | Permanente.orgpermanente.org | Other observed source | 7.01% | 11 | 157 | 9 |
| #17 of 287 | 1stproviderschoice.com1stproviderschoice.com | Other observed source | 6.37% | 10 | 157 | 9 |
| #18 of 287 | Aafp.orgaafp.org | Other observed source | 6.37% | 10 | 157 | 9 |
| #19 of 287 | Medicalbillersandcoders.commedicalbillersandcoders.com | Vendor-owned source | 6.37% | 10 | 157 | 9 |
| #20 of 287 | Residencyadvisor.comresidencyadvisor.com | Other observed source | 6.37% | 10 | 157 | 9 |
| #21 of 287 | Comparepracticetools.comcomparepracticetools.com | Market and company database | 5.73% | 9 | 157 | 9 |
| #22 of 287 | Enterprisedna.coenterprisedna.co | Other observed source | 5.73% | 9 | 157 | 9 |
| #23 of 287 | Journal of Medical Internet Researchjmir.org | Editorial publication | 5.73% | 9 | 157 | 9 |
| #24 of 287 | Onclive.comonclive.com | Other observed source | 5.73% | 9 | 157 | 9 |
| #25 of 287 | Advisory.comadvisory.com | Other observed source | 5.10% | 8 | 157 | 9 |
| #26 of 287 | Annexmed.comannexmed.com | Other observed source | 5.10% | 8 | 157 | 9 |
| #27 of 287 | Clarity-ventures.comclarity-ventures.com | Other observed source | 5.10% | 8 | 157 | 9 |
| #28 of 287 | Healthit.govhealthit.gov | Academic and government source | 5.10% | 8 | 157 | 9 |
| #29 of 287 | Patientsquare.compatientsquare.com | Other observed source | 5.10% | 8 | 157 | 9 |
| #30 of 287 | Sprypt.comsprypt.com | Other observed source | 5.10% | 8 | 157 | 9 |
| #31 of 287 | Healthgrades.comhealthgrades.com | Other observed source | 4.46% | 7 | 157 | 9 |
| #32 of 287 | Heidihealth.comheidihealth.com | Other observed source | 4.46% | 7 | 157 | 9 |
| #33 of 287 | Mdclarity.commdclarity.com | Other observed source | 4.46% | 7 | 157 | 9 |
| #34 of 287 | Osplabs.comosplabs.com | Other observed source | 4.46% | 7 | 157 | 9 |
| #35 of 287 | Athenahealth.comathenahealth.com | Vendor-owned source | 3.82% | 6 | 157 | 9 |
| #36 of 287 | Billingparadise.combillingparadise.com | Other observed source | 3.82% | 6 | 157 | 9 |
| #37 of 287 | Cer.bocer.bo | Other observed source | 3.82% | 6 | 157 | 9 |
| #38 of 287 | Enter.healthenter.health | Other observed source | 3.82% | 6 | 157 | 9 |
| #39 of 287 | Innobothealth.cominnobothealth.com | Other observed source | 3.82% | 6 | 157 | 9 |
| #40 of 287 | Jamanetwork.comjamanetwork.com | Other observed source | 3.82% | 6 | 157 | 9 |
| #41 of 287 | Knack.comknack.com | Other observed source | 3.82% | 6 | 157 | 9 |
| #42 of 287 | Medtechconsulting.netmedtechconsulting.net | Other observed source | 3.82% | 6 | 157 | 9 |
| #43 of 287 | Nextech.comnextech.com | Other observed source | 3.82% | 6 | 157 | 9 |
| #44 of 287 | Nexusclinical.comnexusclinical.com | Other observed source | 3.82% | 6 | 157 | 9 |
| #45 of 287 | R1rcm.comr1rcm.com | Other observed source | 3.82% | 6 | 157 | 9 |
| #46 of 287 | Scribeberry.comscribeberry.com | Other observed source | 3.82% | 6 | 157 | 9 |
| #47 of 287 | Sully.aisully.ai | Other observed source | 3.82% | 6 | 157 | 9 |
| #48 of 287 | Trytwofold.comtrytwofold.com | Other observed source | 3.82% | 6 | 157 | 9 |
| #49 of 287 | Aegishealth.usaegishealth.us | Vendor-owned source | 3.18% | 5 | 157 | 9 |
| #50 of 287 | Digisoftsolution.comdigisoftsolution.com | Other observed source | 3.18% | 5 | 157 | 9 |
| #51 of 287 | Docvilla.comdocvilla.com | Other observed source | 3.18% | 5 | 157 | 9 |
| #52 of 287 | Elion.healthelion.health | Other observed source | 3.18% | 5 | 157 | 9 |
| #53 of 287 | Glass.healthglass.health | Other observed source | 3.18% | 5 | 157 | 9 |
| #54 of 287 | Healthcare Divehealthcaredive.com | Editorial publication | 3.18% | 5 | 157 | 9 |
| #55 of 287 | Healthrise.comhealthrise.com | Other observed source | 3.18% | 5 | 157 | 9 |
| #56 of 287 | Marvix.aimarvix.ai | Other observed source | 3.18% | 5 | 157 | 9 |
| #57 of 287 | Phoenixstrategy.groupphoenixstrategy.group | Other observed source | 3.18% | 5 | 157 | 9 |
| #58 of 287 | Adsc.comadsc.com | Other observed source | 2.55% | 4 | 157 | 9 |
| #59 of 287 | Aha.orgaha.org | Academic and government source | 2.55% | 4 | 157 | 9 |
| #60 of 287 | Bam.aibam.ai | Other observed source | 2.55% | 4 | 157 | 9 |
| #61 of 287 | Brownhealth.orgbrownhealth.org | Academic and government source | 2.55% | 4 | 157 | 9 |
| #62 of 287 | Clevelandclinic.orgclevelandclinic.org | Academic and government source | 2.55% | 4 | 157 | 9 |
| #63 of 287 | Combinehealth.aicombinehealth.ai | Other observed source | 2.55% | 4 | 157 | 9 |
| #64 of 287 | Experian.comexperian.com | Vendor-owned source | 2.55% | 4 | 157 | 9 |
| #65 of 287 | Lifepoint.comlifepoint.com | Other observed source | 2.55% | 4 | 157 | 9 |
| #66 of 287 | Medicalrecords.commedicalrecords.com | Other observed source | 2.55% | 4 | 157 | 9 |
| #67 of 287 | Medusarcm.commedusarcm.com | Other observed source | 2.55% | 4 | 157 | 9 |
| #68 of 287 | Physicianleaders.orgphysicianleaders.org | Other observed source | 2.55% | 4 | 157 | 9 |
| #69 of 287 | Physicianspractice.comphysicianspractice.com | Other observed source | 2.55% | 4 | 157 | 9 |
| #70 of 287 | Riverrecords.airiverrecords.ai | Other observed source | 2.55% | 4 | 157 | 9 |
| #71 of 287 | Rivethealth.comrivethealth.com | Other observed source | 2.55% | 4 | 157 | 9 |
| #72 of 287 | Soapnoteai.comsoapnoteai.com | Other observed source | 2.55% | 4 | 157 | 9 |
| #73 of 287 | Sourcecycle.comsourcecycle.com | Other observed source | 2.55% | 4 | 157 | 9 |
| #74 of 287 | Sovdoc.comsovdoc.com | Analyst and consulting research | 2.55% | 4 | 157 | 9 |
| #75 of 287 | Updox.comupdox.com | Other observed source | 2.55% | 4 | 157 | 9 |
| #76 of 287 | Zedtreeo.comzedtreeo.com | Other observed source | 2.55% | 4 | 157 | 9 |
| #77 of 287 | Ai4docs.aiai4docs.ai | Other observed source | 1.91% | 3 | 157 | 9 |
| #78 of 287 | Arxiv.orgarxiv.org | Academic and government source | 1.91% | 3 | 157 | 9 |
| #79 of 287 | Axiosaxios.com | Editorial publication | 1.91% | 3 | 157 | 9 |
| #80 of 287 | Beri.netberi.net | Other observed source | 1.91% | 3 | 157 | 9 |
| #81 of 287 | Clunic.comclunic.com | Other observed source | 1.91% | 3 | 157 | 9 |
| #82 of 287 | Fierce Healthcarefiercehealthcare.com | Editorial publication | 1.91% | 3 | 157 | 9 |
| #83 of 287 | Guideflow.comguideflow.com | Vendor-owned source | 1.91% | 3 | 157 | 9 |
| #84 of 287 | Hpiinc.comhpiinc.com | Other observed source | 1.91% | 3 | 157 | 9 |
| #85 of 287 | Innovaccer.cominnovaccer.com | Other observed source | 1.91% | 3 | 157 | 9 |
| #86 of 287 | Keragon.comkeragon.com | Other observed source | 1.91% | 3 | 157 | 9 |
| #87 of 287 | LinkedInlinkedin.com | Community and social platform | 1.91% | 3 | 157 | 9 |
| #88 of 287 | Medcaremso.commedcaremso.com | Vendor-owned source | 1.91% | 3 | 157 | 9 |
| #89 of 287 | Today on Medscapemedscape.com | Editorial publication | 1.91% | 3 | 157 | 9 |
| #90 of 287 | Medsolercm.commedsolercm.com | Other observed source | 1.91% | 3 | 157 | 9 |
| #91 of 287 | Optimantra.comoptimantra.com | Other observed source | 1.91% | 3 | 157 | 9 |
| #92 of 287 | Proactivechart.comproactivechart.com | Other observed source | 1.91% | 3 | 157 | 9 |
| #93 of 287 | Revenuesynergy.comrevenuesynergy.com | Other observed source | 1.91% | 3 | 157 | 9 |
| #94 of 287 | Rxnt.comrxnt.com | Other observed source | 1.91% | 3 | 157 | 9 |
| #95 of 287 | Substack.comsubstack.com | Community and social platform | 1.91% | 3 | 157 | 9 |
| #96 of 287 | Sunoh.aisunoh.ai | Other observed source | 1.91% | 3 | 157 | 9 |
| #97 of 287 | Tebra.comtebra.com | Other observed source | 1.91% | 3 | 157 | 9 |
| #98 of 287 | Tsico.comtsico.com | Vendor-owned source | 1.91% | 3 | 157 | 9 |
| #99 of 287 | Aao.orgaao.org | Other observed source | 1.27% | 2 | 157 | 9 |
| #100 of 287 | Affine.proaffine.pro | Other observed source | 1.27% | 2 | 157 | 9 |
Showing the first 100 rows from 287 observed domains.
Release and boundary
How to cite this segment
Healthcare Services / Is it worth it: 287 observed source domains in the leaderboard, measured on 157 observed runs across 9 distinct run dates, drawn from the 2026-05-10 to 2026-10-16 release window, mri_score_v2.1, mri_score_v2.1+2026-10-16+676547a595a3, https://machinerelations.ai/index/categories/healthcare-services/is_x_worth.
Release mri_score_v2.1+2026-10-16+676547a595a3; methodology mri_score_v2.1; generated 2026-10-16; window 2026-05-10 to 2026-10-16; artifact 676547a595a3.
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.