Evidence floor met in this release.
Healthcare ServicesStatePublished Observed runs231 Run dates12 Observed domains363
Published segment leaderboard
Healthcare Services: Comparisons in the Machine Relations Index
This leaderboard uses only the Healthcare Services / Comparisons segment denominator: 231 observed answer runs across 12 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 363 | Medicalbillersandcoders.commedicalbillersandcoders.com | Vendor-owned source | 16.88% | 39 | 231 | 12 |
| #2 of 363 | Adsc.comadsc.com | Other observed source | 12.55% | 29 | 231 | 12 |
| #3 of 363 | 247medicalbillingservices.com247medicalbillingservices.com | Other observed source | 10.39% | 24 | 231 | 12 |
| #4 of 363 | Mdrevenuegroup.commdrevenuegroup.com | Other observed source | 9.96% | 23 | 231 | 12 |
| #5 of 363 | Aplaceformom.comaplaceformom.com | Other observed source | 8.66% | 20 | 231 | 12 |
| #6 of 363 | Clevelandclinic.orgclevelandclinic.org | Academic and government source | 7.79% | 18 | 231 | 12 |
| #7 of 363 | WebMDwebmd.com | Editorial publication | 7.79% | 18 | 231 | 12 |
| #8 of 363 | Seniorliving.orgseniorliving.org | Other observed source | 7.36% | 17 | 231 | 12 |
| #9 of 363 | Skycomcallcenter.comskycomcallcenter.com | Other observed source | 6.93% | 16 | 231 | 12 |
| #10 of 363 | Care.comcare.com | Other observed source | 6.49% | 15 | 231 | 12 |
| #11 of 363 | Primary-md.comprimary-md.com | Other observed source | 6.49% | 15 | 231 | 12 |
| #12 of 363 | U.S. News & World Reportusnews.com | Editorial publication | 6.49% | 15 | 231 | 12 |
| #13 of 363 | Getpracticehelp.comgetpracticehelp.com | Other observed source | 5.63% | 13 | 231 | 12 |
| #14 of 363 | Prgmd.comprgmd.com | Other observed source | 5.63% | 13 | 231 | 12 |
| #15 of 363 | Mdvip.commdvip.com | Other observed source | 5.19% | 12 | 231 | 12 |
| #16 of 363 | Outsourceaccelerator.comoutsourceaccelerator.com | Other observed source | 4.76% | 11 | 231 | 12 |
| #17 of 363 | Visitingangels.comvisitingangels.com | Other observed source | 4.76% | 11 | 231 | 12 |
| #18 of 363 | YouTubeyoutube.com | Search or media platform | 4.76% | 11 | 231 | 12 |
| #19 of 363 | Ehrsource.comehrsource.com | Other observed source | 4.33% | 10 | 231 | 12 |
| #20 of 363 | Helpware.comhelpware.com | Other observed source | 4.33% | 10 | 231 | 12 |
| #21 of 363 | Medprecisionbilling.commedprecisionbilling.com | Other observed source | 4.33% | 10 | 231 | 12 |
| #22 of 363 | Medusarcm.commedusarcm.com | Other observed source | 4.33% | 10 | 231 | 12 |
| #23 of 363 | Nextech.comnextech.com | Other observed source | 4.33% | 10 | 231 | 12 |
| #24 of 363 | Partnermd.compartnermd.com | Other observed source | 4.33% | 10 | 231 | 12 |
| #25 of 363 | Rcmmatter.comrcmmatter.com | Other observed source | 4.33% | 10 | 231 | 12 |
| #26 of 363 | Ucsd.eduucsd.edu | Academic and government source | 4.33% | 10 | 231 | 12 |
| #27 of 363 | Consumer Reportsconsumerreports.org | Editorial publication | 3.90% | 9 | 231 | 12 |
| #28 of 363 | Helpsquad.comhelpsquad.com | Other observed source | 3.90% | 9 | 231 | 12 |
| #29 of 363 | Jfcs.orgjfcs.org | Other observed source | 3.90% | 9 | 231 | 12 |
| #30 of 363 | Openpractice.netopenpractice.net | Other observed source | 3.90% | 9 | 231 | 12 |
| #31 of 363 | Practolytics.compractolytics.com | Other observed source | 3.90% | 9 | 231 | 12 |
| #32 of 363 | Sethmedical.comsethmedical.com | Other observed source | 3.90% | 9 | 231 | 12 |
| #33 of 363 | Staffingly.comstaffingly.com | Other observed source | 3.90% | 9 | 231 | 12 |
| #34 of 363 | Verimedix.comverimedix.com | Other observed source | 3.90% | 9 | 231 | 12 |
| #35 of 363 | Aarp.orgaarp.org | Academic and government source | 3.46% | 8 | 231 | 12 |
| #36 of 363 | Agingcare.comagingcare.com | Other observed source | 3.46% | 8 | 231 | 12 |
| #37 of 363 | Asprcmsolutions.comasprcmsolutions.com | Other observed source | 3.46% | 8 | 231 | 12 |
| #38 of 363 | Carecloud.comcarecloud.com | Vendor-owned source | 3.46% | 8 | 231 | 12 |
| #39 of 363 | CBS Newscbsnews.com | Editorial publication | 3.46% | 8 | 231 | 12 |
| #40 of 363 | Comfortkeepers.comcomfortkeepers.com | Other observed source | 3.46% | 8 | 231 | 12 |
| #41 of 363 | Gebbs.comgebbs.com | Other observed source | 3.46% | 8 | 231 | 12 |
| #42 of 363 | LinkedInlinkedin.com | Community and social platform | 3.46% | 8 | 231 | 12 |
| #43 of 363 | Mdercm.commdercm.com | Other observed source | 3.46% | 8 | 231 | 12 |
| #44 of 363 | Assistinghands.comassistinghands.com | Other observed source | 3.03% | 7 | 231 | 12 |
| #45 of 363 | Capminds.comcapminds.com | Other observed source | 3.03% | 7 | 231 | 12 |
| #46 of 363 | Caring.comcaring.com | Other observed source | 3.03% | 7 | 231 | 12 |
| #47 of 363 | Healixrcm.comhealixrcm.com | Other observed source | 3.03% | 7 | 231 | 12 |
| #48 of 363 | Healthlinehealthline.com | Editorial publication | 3.03% | 7 | 231 | 12 |
| #49 of 363 | Mbwrcm.commbwrcm.com | Other observed source | 3.03% | 7 | 231 | 12 |
| #50 of 363 | Md2.commd2.com | Other observed source | 3.03% | 7 | 231 | 12 |
| #51 of 363 | Redditreddit.com | Community and social platform | 3.03% | 7 | 231 | 12 |
| #52 of 363 | Scottsdaleprivatephysicians.comscottsdaleprivatephysicians.com | Other observed source | 3.03% | 7 | 231 | 12 |
| #53 of 363 | Seniorguidance.orgseniorguidance.org | Other observed source | 3.03% | 7 | 231 | 12 |
| #54 of 363 | 1-800-medigap.com1-800-medigap.com | Other observed source | 2.60% | 6 | 231 | 12 |
| #55 of 363 | Carelink.orgcarelink.org | Other observed source | 2.60% | 6 | 231 | 12 |
| #56 of 363 | Clarityhealthrcm.comclarityhealthrcm.com | Other observed source | 2.60% | 6 | 231 | 12 |
| #57 of 363 | Conciergemedfinder.comconciergemedfinder.com | Other observed source | 2.60% | 6 | 231 | 12 |
| #58 of 363 | Omnimd.comomnimd.com | Other observed source | 2.60% | 6 | 231 | 12 |
| #59 of 363 | Panahealthcaresolutions.companahealthcaresolutions.com | Other observed source | 2.60% | 6 | 231 | 12 |
| #60 of 363 | Revenuesynergy.comrevenuesynergy.com | Other observed source | 2.60% | 6 | 231 | 12 |
| #61 of 363 | Superdial.comsuperdial.com | Vendor-owned source | 2.60% | 6 | 231 | 12 |
| #62 of 363 | The Cutthecut.com | Editorial publication | 2.60% | 6 | 231 | 12 |
| #63 of 363 | Trubridge.comtrubridge.com | Other observed source | 2.60% | 6 | 231 | 12 |
| #64 of 363 | Upenn.eduupenn.edu | Academic and government source | 2.60% | 6 | 231 | 12 |
| #65 of 363 | Vgsoft.covgsoft.co | Other observed source | 2.60% | 6 | 231 | 12 |
| #66 of 363 | Affordablehomecare.orgaffordablehomecare.org | Other observed source | 2.16% | 5 | 231 | 12 |
| #67 of 363 | Atcrevenueservices.comatcrevenueservices.com | Other observed source | 2.16% | 5 | 231 | 12 |
| #68 of 363 | Encorecaregivers.comencorecaregivers.com | Other observed source | 2.16% | 5 | 231 | 12 |
| #69 of 363 | Homewatchcaregivers.comhomewatchcaregivers.com | Other observed source | 2.16% | 5 | 231 | 12 |
| #70 of 363 | Medibillrcm.commedibillrcm.com | Other observed source | 2.16% | 5 | 231 | 12 |
| #71 of 363 | NIHnih.gov | Academic and government source | 2.16% | 5 | 231 | 12 |
| #72 of 363 | Rcmexperts.usrcmexperts.us | Other observed source | 2.16% | 5 | 231 | 12 |
| #73 of 363 | Softwareadvice.comsoftwareadvice.com | Other observed source | 2.16% | 5 | 231 | 12 |
| #74 of 363 | Careadvantageinc.comcareadvantageinc.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #75 of 363 | Claimmaxrcm.comclaimmaxrcm.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #76 of 363 | Codeemr.comcodeemr.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #77 of 363 | Commonwisecare.comcommonwisecare.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #78 of 363 | Drchrono.comdrchrono.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #79 of 363 | Elderlifefinancial.comelderlifefinancial.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #80 of 363 | GlobeNewswireglobenewswire.com | Wire and press-release distribution | 1.73% | 4 | 231 | 12 |
| #81 of 363 | Healthgrades.comhealthgrades.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #82 of 363 | Integritymedicine.comintegritymedicine.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #83 of 363 | Luxentalent.comluxentalent.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #84 of 363 | Massgeneralbrigham.orgmassgeneralbrigham.org | Other observed source | 1.73% | 4 | 231 | 12 |
| #85 of 363 | Medcaremso.commedcaremso.com | Vendor-owned source | 1.73% | 4 | 231 | 12 |
| #86 of 363 | Medicaleconomics.commedicaleconomics.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #87 of 363 | Medwave.iomedwave.io | Other observed source | 1.73% | 4 | 231 | 12 |
| #88 of 363 | Pchhealth.globalpchhealth.global | Other observed source | 1.73% | 4 | 231 | 12 |
| #89 of 363 | Qualigenix.comqualigenix.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #90 of 363 | Sermo.comsermo.com | Community and social platform | 1.73% | 4 | 231 | 12 |
| #91 of 363 | Shorelinemb.comshorelinemb.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #92 of 363 | Tebra.comtebra.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #93 of 363 | Thinkitive.comthinkitive.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #94 of 363 | Transcure.nettranscure.net | Other observed source | 1.73% | 4 | 231 | 12 |
| #95 of 363 | Ucontrolbilling.comucontrolbilling.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #96 of 363 | Unislink.comunislink.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #97 of 363 | Virtualemployee.comvirtualemployee.com | Other observed source | 1.73% | 4 | 231 | 12 |
| #98 of 363 | Wisemonk.iowisemonk.io | Other observed source | 1.73% | 4 | 231 | 12 |
| #99 of 363 | 4dglobalinc.com4dglobalinc.com | Other observed source | 1.30% | 3 | 231 | 12 |
| #100 of 363 | Alwaysbestcare.comalwaysbestcare.com | Other observed source | 1.30% | 3 | 231 | 12 |
Showing the first 100 rows from 363 observed domains.
Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Healthcare Services / Comparisons: 363 observed source domains in the leaderboard, measured on 231 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/x_vs_y. CC BY 4.0.APA
Parrott, J. (2026). Healthcare Services / Comparisons 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/x_vs_y https://doi.org/10.5281/zenodo.23652423BibTeX
@misc{parrott2026mrihealthcareservicesxvsy,
author = {Parrott, Jaxon},
title = {Healthcare Services / Comparisons 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/x_vs_y},
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.