Consumer Health

Published segment leaderboard

Consumer Health: Comparisons in the Machine Relations Index

This leaderboard uses only the Consumer Health / Comparisons segment denominator: 274 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs274

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains292

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 292Healthlinehealthline.comEditorial publication24.82%6827412
#2 of 292YouTubeyoutube.comSearch or media platform22.99%6327412
#3 of 292Nutrisparc.comnutrisparc.comOther observed source17.52%4827412
#4 of 292Medical News Todaymedicalnewstoday.comEditorial publication15.69%4327412
#5 of 292Cymbiotika.comcymbiotika.comOther observed source14.96%4127412
#6 of 292Nordic.comnordic.comOther observed source14.96%4127412
#7 of 292Ubiehealth.comubiehealth.comOther observed source13.87%3827412
#8 of 292Naturemade.comnaturemade.comOther observed source13.14%3627412
#9 of 292NIHnih.govAcademic and government source12.77%3527412
#10 of 292Redditreddit.comCommunity and social platform12.41%3427412
#11 of 292Yahoo Newsyahoo.comEditorial publication12.41%3427412
#12 of 292ReviewPoochreviewpooch.comEditorial publication11.68%3227412
#13 of 292Mygenefood.commygenefood.comOther observed source10.95%3027412
#14 of 292Health.comhealth.comOther observed source10.58%2927412
#15 of 292Consumerlab.comconsumerlab.comOther observed source10.22%2827412
#16 of 292Consumer Reportsconsumerreports.orgEditorial publication10.22%2827412
#17 of 292Vitaminshoppe.comvitaminshoppe.comOther observed source9.85%2727412
#18 of 292EverydayHealth.comeverydayhealth.comEditorial publication8.76%2427412
#19 of 292Livemomentous.comlivemomentous.comOther observed source8.76%2427412
#20 of 292Scienceinsights.orgscienceinsights.orgOther observed source8.76%2427412
#21 of 292Iherb.comiherb.comOther observed source8.39%2327412
#22 of 292Usefulvitamins.comusefulvitamins.comOther observed source8.39%2327412
#23 of 292Bubsnaturals.combubsnaturals.comOther observed source8.03%2227412
#24 of 292Nakednutrition.comnakednutrition.comOther observed source8.03%2227412
#25 of 292Supplementscored.comsupplementscored.comOther observed source8.03%2227412
#26 of 292Jinfiniti.comjinfiniti.comOther observed source7.66%2127412
#27 of 292Simpleandpractical.comsimpleandpractical.comOther observed source7.66%2127412
#28 of 292Good Housekeepinggoodhousekeeping.comEditorial publication6.93%1927412
#29 of 2921stphorm.com1stphorm.comOther observed source6.20%1727412
#30 of 292Elite AI Findseliteaifinds.comEditorial publication6.20%1727412
#31 of 292Cooperaerobics.comcooperaerobics.comOther observed source5.47%1527412
#32 of 292Kaged.comkaged.comOther observed source5.47%1527412
#33 of 292Garage Gym Reviewsgaragegymreviews.comOther observed source5.11%1427412
#34 of 292Nyo3.comnyo3.comOther observed source5.11%1427412
#35 of 292Women's Healthwomenshealthmag.comEditorial publication5.11%1427412
#36 of 292Buckedup.combuckedup.comOther observed source4.74%1327412
#37 of 292Getcrunchy.cogetcrunchy.coOther observed source4.74%1327412
#38 of 292Prosupps.comprosupps.comOther observed source4.74%1327412
#39 of 292WRAL Newswral.comEditorial publication4.74%1327412
#40 of 292Innerbody.cominnerbody.comOther observed source4.38%1227412
#41 of 292Supplements.mensupplements.menOther observed source4.38%1227412
#42 of 292Coastalpharmacyandwellness.comcoastalpharmacyandwellness.comOther observed source4.01%1127412
#43 of 292Extrabux.comextrabux.comOther observed source4.01%1127412
#44 of 292Nordicnaturals.comnordicnaturals.comOther observed source4.01%1127412
#45 of 292Gainful.comgainful.comOther observed source3.65%1027412
#46 of 292Nordicpro.comnordicpro.comOther observed source3.65%1027412
#47 of 292Medicinenet.commedicinenet.comOther observed source3.28%927412
#48 of 292Purenutritionus.compurenutritionus.comOther observed source3.28%927412
#49 of 292Shorthillseye.comshorthillseye.comOther observed source3.28%927412
#50 of 292Thescienceofgoodhealth.comthescienceofgoodhealth.comOther observed source3.28%927412
#51 of 292Xwerks.comxwerks.comOther observed source3.28%927412
#52 of 292Yourhealthier.comyourhealthier.comOther observed source3.28%927412
#53 of 292Claytonnotes.comclaytonnotes.comOther observed source2.92%827412
#54 of 292Creatine.cacreatine.caOther observed source2.92%827412
#55 of 292Gnc.comgnc.comOther observed source2.92%827412
#56 of 292Heart.orgheart.orgOther observed source2.92%827412
#57 of 292Instagram.cominstagram.comOther observed source2.92%827412
#58 of 292Nfo.comnfo.comOther observed source2.92%827412
#59 of 292Alibaba.comalibaba.comOther observed source2.55%727412
#60 of 292Creatinedosagecalculator.comcreatinedosagecalculator.comOther observed source2.55%727412
#61 of 292Goliathlabs.comgoliathlabs.comOther observed source2.55%727412
#62 of 292Landyschemist.comlandyschemist.comOther observed source2.55%727412
#63 of 292Levelsprotein.comlevelsprotein.comOther observed source2.55%727412
#64 of 292Consumer Health Digestconsumerhealthdigest.comOther observed source2.19%627412
#65 of 292Myprotein.commyprotein.comOther observed source2.19%627412
#66 of 292Rnlabs.com.aurnlabs.com.auOther observed source2.19%627412
#67 of 292The Nutrition Insiderthenutritioninsider.comOther observed source2.19%627412
#68 of 292Transparentlabs.comtransparentlabs.comOther observed source2.19%627412
#69 of 292Vpa.com.auvpa.com.auOther observed source2.19%627412
#70 of 292Wellversed.inwellversed.inOther observed source2.19%627412
#71 of 292Blenderbottle.comblenderbottle.comOther observed source1.82%527412
#72 of 292Nutrasmarts.comnutrasmarts.comOther observed source1.82%527412
#73 of 292Proveitsupplements.comproveitsupplements.comOther observed source1.82%527412
#74 of 292Straight.comstraight.comOther observed source1.82%527412
#75 of 292Target.comtarget.comOther observed source1.82%527412
#76 of 292Theconsumers.guidetheconsumers.guideOther observed source1.82%527412
#77 of 292Verywellhealth.comverywellhealth.comOther observed source1.82%527412
#78 of 292Allaboutcreatine.comallaboutcreatine.comOther observed source1.46%427412
#79 of 292Amazon.comamazon.comOther observed source1.46%427412
#80 of 292Fitnessadvisor.cofitnessadvisor.coOther observed source1.46%427412
#81 of 292Infusd.techinfusd.techOther observed source1.46%427412
#82 of 292Omega-direct.comomega-direct.comOther observed source1.46%427412
#83 of 292Vogue.co.ukvogue.co.ukOther observed source1.46%427412
#84 of 292Aloha.comaloha.comOther observed source1.09%327412
#85 of 292Boltpharmacy.co.ukboltpharmacy.co.ukOther observed source1.09%327412
#86 of 292Ebay.deebay.deOther observed source1.09%327412
#87 of 292Feelgoodcompany.comfeelgoodcompany.comOther observed source1.09%327412
#88 of 292Fishingandfish.comfishingandfish.comOther observed source1.09%327412
#89 of 292Goldmanlaboratories.comgoldmanlaboratories.comOther observed source1.09%327412
#90 of 292Healthyagingatlas.comhealthyagingatlas.comOther observed source1.09%327412
#91 of 292Hebronnutrition.inhebronnutrition.inOther observed source1.09%327412
#92 of 292Highernature.comhighernature.comOther observed source1.09%327412
#93 of 292Jymsupplementscience.comjymsupplementscience.comOther observed source1.09%327412
#94 of 292Kulturistika.comkulturistika.comOther observed source1.09%327412
#95 of 292Laywomansterms.comlaywomansterms.comOther observed source1.09%327412
#96 of 292Leveragesecure.comleveragesecure.comOther observed source1.09%327412
#97 of 292Livhospital.comlivhospital.comOther observed source1.09%327412
#98 of 292Mayoclinic.orgmayoclinic.orgOther observed source1.09%327412
#99 of 292Mri-performance.commri-performance.comOther observed source1.09%327412
#100 of 292Nordicnaturals.uknordicnaturals.ukOther observed source1.09%327412

Showing the first 100 rows from 292 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Consumer Health / Comparisons: 292 observed source domains in the leaderboard, measured on 274 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/x_vs_y. CC BY 4.0.
APA
Parrott, J. (2026). Consumer Health / 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/consumer-health/x_vs_y https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mriconsumerhealthxvsy,
  author = {Parrott, Jaxon},
  title = {Consumer Health / 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/consumer-health/x_vs_y},
  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.

Apply the MR Framework

Check how AI systems cite your brand.

Free MR Consultant — available as a custom GPT and a Gemini Gem. Each is pre-trained on the Machine Relations framework. Ask it to audit your entity presence, earned authority gaps, and citation frequency across ChatGPT, Claude, and Perplexity.

Open in ChatGPTOpen in Gemini