Evidence floor met in this release.
Published segment leaderboard
Healthcare Services: Best tools in the Machine Relations Index
This leaderboard uses only the Healthcare Services / Best tools segment denominator: 226 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 295 | Omnimd.comomnimd.com | Other observed source | 29.20% | 66 | 226 | 12 |
| #2 of 295 | Practicesuite.compracticesuite.com | Other observed source | 19.03% | 43 | 226 | 12 |
| #3 of 295 | Curemd.comcuremd.com | Other observed source | 15.49% | 35 | 226 | 12 |
| #4 of 295 | Mdclarity.commdclarity.com | Other observed source | 15.49% | 35 | 226 | 12 |
| #5 of 295 | Guideflow.comguideflow.com | Other observed source | 14.16% | 32 | 226 | 12 |
| #6 of 295 | Onemedbilling.comonemedbilling.com | Other observed source | 12.83% | 29 | 226 | 12 |
| #7 of 295 | Rapidclaims.airapidclaims.ai | Other observed source | 12.83% | 29 | 226 | 12 |
| #8 of 295 | Certifyhealth.comcertifyhealth.com | Vendor-owned source | 12.39% | 28 | 226 | 12 |
| #9 of 295 | Mindbowser.commindbowser.com | Other observed source | 11.50% | 26 | 226 | 12 |
| #10 of 295 | Sprypt.comsprypt.com | Other observed source | 11.06% | 25 | 226 | 12 |
| #11 of 295 | Unlimitedsystems.comunlimitedsystems.com | Other observed source | 11.06% | 25 | 226 | 12 |
| #12 of 295 | Softwarefinder.comsoftwarefinder.com | Market and company database | 9.73% | 22 | 226 | 12 |
| #13 of 295 | Quickintell.comquickintell.com | Other observed source | 8.41% | 19 | 226 | 12 |
| #14 of 295 | Becker's Hospital Reviewbeckershospitalreview.com | Editorial publication | 7.96% | 18 | 226 | 12 |
| #15 of 295 | Exactrx.aiexactrx.ai | Other observed source | 7.96% | 18 | 226 | 12 |
| #16 of 295 | Worldmetrics.orgworldmetrics.org | Analyst and consulting research | 7.96% | 18 | 226 | 12 |
| #17 of 295 | Aptarro.comaptarro.com | Other observed source | 7.08% | 16 | 226 | 12 |
| #18 of 295 | Gitnux.orggitnux.org | Analyst and consulting research | 7.08% | 16 | 226 | 12 |
| #19 of 295 | Imagineteam.comimagineteam.com | Other observed source | 7.08% | 16 | 226 | 12 |
| #20 of 295 | Doctorconnect.netdoctorconnect.net | Other observed source | 6.64% | 15 | 226 | 12 |
| #21 of 295 | Medicalbillersandcoders.commedicalbillersandcoders.com | Vendor-owned source | 6.64% | 15 | 226 | 12 |
| #22 of 295 | Pabau.compabau.com | Other observed source | 6.64% | 15 | 226 | 12 |
| #23 of 295 | Business.combusiness.com | Other observed source | 6.19% | 14 | 226 | 12 |
| #24 of 295 | Getmagical.comgetmagical.com | Other observed source | 5.75% | 13 | 226 | 12 |
| #25 of 295 | Medcaremso.commedcaremso.com | Vendor-owned source | 5.75% | 13 | 226 | 12 |
| #26 of 295 | Ecarercm.comecarercm.com | Other observed source | 5.31% | 12 | 226 | 12 |
| #27 of 295 | Forbesforbes.com | Editorial publication | 5.31% | 12 | 226 | 12 |
| #28 of 295 | Medicalrecords.commedicalrecords.com | Other observed source | 5.31% | 12 | 226 | 12 |
| #29 of 295 | Advancedmd.comadvancedmd.com | Other observed source | 4.87% | 11 | 226 | 12 |
| #30 of 295 | Arrowhq.comarrowhq.com | Other observed source | 4.87% | 11 | 226 | 12 |
| #31 of 295 | Themedicalpractice.comthemedicalpractice.com | Other observed source | 4.87% | 11 | 226 | 12 |
| #32 of 295 | Ustechautomations.comustechautomations.com | Other observed source | 4.87% | 11 | 226 | 12 |
| #33 of 295 | Zocdoc.comzocdoc.com | Other observed source | 4.87% | 11 | 226 | 12 |
| #34 of 295 | Clinicmind.comclinicmind.com | Other observed source | 4.42% | 10 | 226 | 12 |
| #35 of 295 | Helpware.comhelpware.com | Other observed source | 4.42% | 10 | 226 | 12 |
| #36 of 295 | Softwareadvice.comsoftwareadvice.com | Other observed source | 4.42% | 10 | 226 | 12 |
| #37 of 295 | Business Wirebusinesswire.com | Wire and press-release distribution | 3.98% | 9 | 226 | 12 |
| #38 of 295 | Cal.comcal.com | Other observed source | 3.98% | 9 | 226 | 12 |
| #39 of 295 | Innovaccer.cominnovaccer.com | Other observed source | 3.98% | 9 | 226 | 12 |
| #40 of 295 | Nextgen.comnextgen.com | Other observed source | 3.98% | 9 | 226 | 12 |
| #41 of 295 | Carecloud.comcarecloud.com | Vendor-owned source | 3.54% | 8 | 226 | 12 |
| #42 of 295 | Curatrix.cocuratrix.co | Other observed source | 3.54% | 8 | 226 | 12 |
| #43 of 295 | Fortinet.comfortinet.com | Vendor-owned source | 3.54% | 8 | 226 | 12 |
| #44 of 295 | Sermo.comsermo.com | Community and social platform | 3.54% | 8 | 226 | 12 |
| #45 of 295 | Amwell.comamwell.com | Other observed source | 3.10% | 7 | 226 | 12 |
| #46 of 295 | Ehrsource.comehrsource.com | Other observed source | 3.10% | 7 | 226 | 12 |
| #47 of 295 | Ezmdsolutions.comezmdsolutions.com | Other observed source | 3.10% | 7 | 226 | 12 |
| #48 of 295 | Gartner.comgartner.com | Analyst and consulting research | 3.10% | 7 | 226 | 12 |
| #49 of 295 | Getapp.comgetapp.com | Other observed source | 3.10% | 7 | 226 | 12 |
| #50 of 295 | Getfreed.aigetfreed.ai | Other observed source | 3.10% | 7 | 226 | 12 |
| #51 of 295 | Intuitionlabs.aiintuitionlabs.ai | Vendor-owned source | 3.10% | 7 | 226 | 12 |
| #52 of 295 | Vozohealth.comvozohealth.com | Other observed source | 3.10% | 7 | 226 | 12 |
| #53 of 295 | Zipdo.cozipdo.co | Analyst and consulting research | 3.10% | 7 | 226 | 12 |
| #54 of 295 | Annexmed.comannexmed.com | Other observed source | 2.65% | 6 | 226 | 12 |
| #55 of 295 | Appintent.comappintent.com | Other observed source | 2.65% | 6 | 226 | 12 |
| #56 of 295 | Bluebrix.healthbluebrix.health | Other observed source | 2.65% | 6 | 226 | 12 |
| #57 of 295 | Easehealth.comeasehealth.com | Vendor-owned source | 2.65% | 6 | 226 | 12 |
| #58 of 295 | Emitrr.comemitrr.com | Other observed source | 2.65% | 6 | 226 | 12 |
| #59 of 295 | Getpracticehelp.comgetpracticehelp.com | Other observed source | 2.65% | 6 | 226 | 12 |
| #60 of 295 | Healthtalkai.comhealthtalkai.com | Other observed source | 2.65% | 6 | 226 | 12 |
| #61 of 295 | LinkedInlinkedin.com | Community and social platform | 2.65% | 6 | 226 | 12 |
| #62 of 295 | Medicalbillingrates.commedicalbillingrates.com | Other observed source | 2.65% | 6 | 226 | 12 |
| #63 of 295 | Modmed.commodmed.com | Other observed source | 2.65% | 6 | 226 | 12 |
| #64 of 295 | Nirmitee.ionirmitee.io | Other observed source | 2.65% | 6 | 226 | 12 |
| #65 of 295 | Practicebetter.iopracticebetter.io | Other observed source | 2.65% | 6 | 226 | 12 |
| #66 of 295 | Selecthub.comselecthub.com | Other observed source | 2.65% | 6 | 226 | 12 |
| #67 of 295 | TechRadartechradar.com | Editorial publication | 2.65% | 6 | 226 | 12 |
| #68 of 295 | Wifitalents.comwifitalents.com | Analyst and consulting research | 2.65% | 6 | 226 | 12 |
| #69 of 295 | Blaze.techblaze.tech | Other observed source | 2.21% | 5 | 226 | 12 |
| #70 of 295 | Text Blazeblaze.today | Other observed source | 2.21% | 5 | 226 | 12 |
| #71 of 295 | Caplinehealthcaremanagement.comcaplinehealthcaremanagement.com | Vendor-owned source | 2.21% | 5 | 226 | 12 |
| #72 of 295 | Combinehealth.aicombinehealth.ai | Other observed source | 2.21% | 5 | 226 | 12 |
| #73 of 295 | Commure.comcommure.com | Other observed source | 2.21% | 5 | 226 | 12 |
| #74 of 295 | Doximity.comdoximity.com | Other observed source | 2.21% | 5 | 226 | 12 |
| #75 of 295 | Ellkay.comellkay.com | Other observed source | 2.21% | 5 | 226 | 12 |
| #76 of 295 | Klasresearch.comklasresearch.com | Other observed source | 2.21% | 5 | 226 | 12 |
| #77 of 295 | Medibilling.usmedibilling.us | Other observed source | 2.21% | 5 | 226 | 12 |
| #78 of 295 | PR Newswireprnewswire.com | Wire and press-release distribution | 2.21% | 5 | 226 | 12 |
| #79 of 295 | Rcrhub.comrcrhub.com | Other observed source | 2.21% | 5 | 226 | 12 |
| #80 of 295 | Salesforce.comsalesforce.com | Vendor-owned source | 2.21% | 5 | 226 | 12 |
| #81 of 295 | Side By Side Reviewssidebysidereviews.com | Other observed source | 2.21% | 5 | 226 | 12 |
| #82 of 295 | Sisgain.comsisgain.com | Vendor-owned source | 2.21% | 5 | 226 | 12 |
| #83 of 295 | YouTubeyoutube.com | Search or media platform | 2.21% | 5 | 226 | 12 |
| #84 of 295 | Ambci.orgambci.org | Other observed source | 1.77% | 4 | 226 | 12 |
| #85 of 295 | Apisec.aiapisec.ai | Other observed source | 1.77% | 4 | 226 | 12 |
| #86 of 295 | Capterra.comcapterra.com | Market and company database | 1.77% | 4 | 226 | 12 |
| #87 of 295 | Clarityhealthrcm.comclarityhealthrcm.com | Other observed source | 1.77% | 4 | 226 | 12 |
| #88 of 295 | Collaboratemd.comcollaboratemd.com | Other observed source | 1.77% | 4 | 226 | 12 |
| #89 of 295 | DocWireNewsdocwirenews.com | Editorial publication | 1.77% | 4 | 226 | 12 |
| #90 of 295 | Healthcare IT Newshealthcareitnews.com | Editorial publication | 1.77% | 4 | 226 | 12 |
| #91 of 295 | Hootmd.comhootmd.com | Other observed source | 1.77% | 4 | 226 | 12 |
| #92 of 295 | Humanmedicalbilling.comhumanmedicalbilling.com | Other observed source | 1.77% | 4 | 226 | 12 |
| #93 of 295 | Med-strategies.commed-strategies.com | Other observed source | 1.77% | 4 | 226 | 12 |
| #94 of 295 | Neolytix.comneolytix.com | Other observed source | 1.77% | 4 | 226 | 12 |
| #95 of 295 | Noterro.comnoterro.com | Other observed source | 1.77% | 4 | 226 | 12 |
| #96 of 295 | Practolytics.compractolytics.com | Other observed source | 1.77% | 4 | 226 | 12 |
| #97 of 295 | Prognocis.comprognocis.com | Other observed source | 1.77% | 4 | 226 | 12 |
| #98 of 295 | Redditreddit.com | Community and social platform | 1.77% | 4 | 226 | 12 |
| #99 of 295 | SourceForgesourceforge.net | Market and company database | 1.77% | 4 | 226 | 12 |
| #100 of 295 | Sully.aisully.ai | Other observed source | 1.77% | 4 | 226 | 12 |
Showing the first 100 rows from 295 observed domains.
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Healthcare Services / Best tools: 295 observed source domains in the leaderboard, measured on 226 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/best_x. CC BY 4.0.Parrott, J. (2026). Healthcare Services / Best tools 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/best_x https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mrihealthcareservicesbestx,
author = {Parrott, Jaxon},
title = {Healthcare Services / Best tools 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/best_x},
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.