Consumer Health

Published segment leaderboard

Consumer Health: Best tools in the Machine Relations Index

This leaderboard uses only the Consumer Health / Best tools segment denominator: 273 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs273

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains436

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 436Healthlinehealthline.comEditorial publication40.66%11127312
#2 of 436Sleepfoundation.orgsleepfoundation.orgAcademic and government source24.91%6827312
#3 of 436Yahoo Newsyahoo.comEditorial publication19.41%5327312
#4 of 436YouTubeyoutube.comSearch or media platform19.05%5227312
#5 of 436Healthcentral.comhealthcentral.comOther observed source18.68%5127312
#6 of 436NIHnih.govAcademic and government source14.65%4027312
#7 of 436Mitohealth.commitohealth.comOther observed source12.45%3427312
#8 of 436Amazon.comamazon.comOther observed source11.72%3227312
#9 of 436Jeffreypengmd.comjeffreypengmd.comOther observed source11.36%3127312
#10 of 436Mayoclinic.orgmayoclinic.orgOther observed source10.62%2927312
#11 of 436Good Housekeepinggoodhousekeeping.comEditorial publication10.26%2827312
#12 of 436Harvard.eduharvard.eduAcademic and government source10.26%2827312
#13 of 436Drbrighten.comdrbrighten.comOther observed source8.79%2427312
#14 of 436Thorne.comthorne.comOther observed source8.79%2427312
#15 of 436EverydayHealth.comeverydayhealth.comEditorial publication7.69%2127312
#16 of 436Goodrx.comgoodrx.comOther observed source7.69%2127312
#17 of 436Jointpainauthority.comjointpainauthority.comOther observed source7.33%2027312
#18 of 436Sleepstack.healthsleepstack.healthOther observed source7.33%2027312
#19 of 436Arthritis.orgarthritis.orgAcademic and government source6.96%1927312
#20 of 436Consumerlab.comconsumerlab.comOther observed source6.96%1927312
#21 of 436Seralene.comseralene.comOther observed source6.96%1927312
#22 of 436Verywellhealth.comverywellhealth.comOther observed source6.59%1827312
#23 of 436Aarp.orgaarp.orgAcademic and government source6.23%1727312
#24 of 436Fortunefortune.comEditorial publication5.86%1627312
#25 of 436Innerbody.cominnerbody.comOther observed source5.86%1627312
#26 of 436Bbcgoodfood.combbcgoodfood.comOther observed source5.13%1427312
#27 of 436Clevelandclinic.orgclevelandclinic.orgAcademic and government source5.13%1427312
#28 of 436GQgq.comEditorial publication5.13%1427312
#29 of 436Healthbritannica.comhealthbritannica.comOther observed source5.13%1427312
#30 of 436Redditreddit.comCommunity and social platform5.13%1427312
#31 of 436Bodyspec.combodyspec.comOther observed source4.76%1327312
#32 of 436Shelf Insidershelfinsider.comOther observed source4.76%1327312
#33 of 436Stanford.edustanford.eduAcademic and government source4.40%1227312
#34 of 436Target.comtarget.comOther observed source4.40%1227312
#35 of 436Theconsumers.guidetheconsumers.guideOther observed source4.40%1227312
#36 of 436Walmart.comwalmart.comOther observed source4.40%1227312
#37 of 436Gnc.comgnc.comOther observed source4.03%1127312
#38 of 436Health.comhealth.comOther observed source4.03%1127312
#39 of 436Ubiehealth.comubiehealth.comOther observed source4.03%1127312
#40 of 436Consumer Health Digestconsumerhealthdigest.comOther observed source3.66%1027312
#41 of 436Forhers.comforhers.comOther observed source3.66%1027312
#42 of 436Takeroon.comtakeroon.comOther observed source3.66%1027312
#43 of 436Verifiedsupplementdata.comverifiedsupplementdata.comOther observed source3.66%1027312
#44 of 436WebMDwebmd.comEditorial publication3.66%1027312
#45 of 436Yourhealthier.comyourhealthier.comOther observed source3.66%1027312
#46 of 436Bmj.combmj.comOther observed source3.30%927312
#47 of 436Nutrasmarts.comnutrasmarts.comOther observed source3.30%927312
#48 of 436Ringly.ioringly.ioOther observed source3.30%927312
#49 of 436Supplementscorner.comsupplementscorner.comOther observed source3.30%927312
#50 of 436Bannerhealth.combannerhealth.comOther observed source2.93%827312
#51 of 436Coalgrovepharmacy.comcoalgrovepharmacy.comOther observed source2.93%827312
#52 of 436Cymbiotika.comcymbiotika.comOther observed source2.93%827312
#53 of 436Gotoxscottsdale.comgotoxscottsdale.comOther observed source2.93%827312
#54 of 436Hartfordhealthcare.orghartfordhealthcare.orgOther observed source2.93%827312
#55 of 436Iherb.comiherb.comOther observed source2.93%827312
#56 of 436Naturalrhythm.comnaturalrhythm.comOther observed source2.93%827312
#57 of 436Performancelab.comperformancelab.comOther observed source2.93%827312
#58 of 436Pharmacisttested.compharmacisttested.comOther observed source2.93%827312
#59 of 436Planetorganic.complanetorganic.comOther observed source2.93%827312
#60 of 436Tom's Guidetomsguide.comEditorial publication2.93%827312
#61 of 436Chandramd.comchandramd.comOther observed source2.56%727312
#62 of 436Mayoclinic.commayoclinic.comOther observed source2.56%727312
#63 of 436Sleephh.comsleephh.comOther observed source2.56%727312
#64 of 436Thefeed.comthefeed.comOther observed source2.56%727312
#65 of 436Traceminerals.comtraceminerals.comOther observed source2.56%727312
#66 of 436Ublockout.comublockout.comOther observed source2.56%727312
#67 of 436U.S. News & World Reportusnews.comEditorial publication2.56%727312
#68 of 436Vogue.comvogue.comOther observed source2.56%727312
#69 of 436Wellnaturalhealth.comwellnaturalhealth.comOther observed source2.56%727312
#70 of 436Body Science Reviewbodysciencereview.comEditorial publication2.20%627312
#71 of 436Cooperaerobics.comcooperaerobics.comOther observed source2.20%627312
#72 of 436Forbesforbes.comEditorial publication2.20%627312
#73 of 436Ingredientmd.comingredientmd.comOther observed source2.20%627312
#74 of 436Kleanathlete.comkleanathlete.comOther observed source2.20%627312
#75 of 436Orchyd.comorchyd.comOther observed source2.20%627312
#76 of 436Serenity-insight.comserenity-insight.comOther observed source2.20%627312
#77 of 436Springer.comspringer.comOther observed source2.20%627312
#78 of 436Transparentlabs.comtransparentlabs.comOther observed source2.20%627312
#79 of 436Biosourcenutrition.combiosourcenutrition.comOther observed source1.83%527312
#80 of 436Consumer Reportsconsumerreports.orgEditorial publication1.83%527312
#81 of 436Cp.carecp.careOther observed source1.83%527312
#82 of 436Detox.nodetox.noOther observed source1.83%527312
#83 of 436Garage Gym Reviewsgaragegymreviews.comOther observed source1.83%527312
#84 of 436Mamasselect.commamasselect.comOther observed source1.83%527312
#85 of 436Men's Healthmenshealth.comEditorial publication1.83%527312
#86 of 436Orvelahealth.comorvelahealth.comOther observed source1.83%527312
#87 of 436Regenerativejointclinics.comregenerativejointclinics.comOther observed source1.83%527312
#88 of 436Reviehub.comreviehub.comOther observed source1.83%527312
#89 of 436Scienceinsights.orgscienceinsights.orgOther observed source1.83%527312
#90 of 436Superpower.comsuperpower.comOther observed source1.83%527312
#91 of 436Thewellproven.comthewellproven.comOther observed source1.83%527312
#92 of 436Vitacost.comvitacost.comOther observed source1.83%527312
#93 of 436Whatsinit.cowhatsinit.coOther observed source1.83%527312
#94 of 436Aushealthnutrition.com.auaushealthnutrition.com.auOther observed source1.47%427312
#95 of 436Bestrateddocs.combestrateddocs.comOther observed source1.47%427312
#96 of 436Clinicadvisor.comclinicadvisor.comOther observed source1.47%427312
#97 of 436Drnatural.pldrnatural.plOther observed source1.47%427312
#98 of 436Droracle.aidroracle.aiOther observed source1.47%427312
#99 of 436Elitebodyshop.huelitebodyshop.huOther observed source1.47%427312
#100 of 436Elovita.co.ukelovita.co.ukOther observed source1.47%427312

Showing the first 100 rows from 436 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Consumer Health / Best tools: 436 observed source domains in the leaderboard, measured on 273 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/consumer-health/best_x. CC BY 4.0.
APA
Parrott, J. (2026). Consumer Health / 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/consumer-health/best_x https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mriconsumerhealthbestx,
  author = {Parrott, Jaxon},
  title = {Consumer Health / 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/consumer-health/best_x},
  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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