Consumer Health

Published segment leaderboard

Consumer Health: How buyers choose in the Machine Relations Index

This leaderboard uses only the Consumer Health / How buyers choose segment denominator: 272 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs272

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains484

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 484NIHnih.govAcademic and government source20.96%5727212
#2 of 484Healthlinehealthline.comEditorial publication17.28%4727212
#3 of 484YouTubeyoutube.comSearch or media platform15.44%4227212
#4 of 484Optibacprobiotics.comoptibacprobiotics.comOther observed source12.13%3327212
#5 of 484WebMDwebmd.comEditorial publication12.13%3327212
#6 of 484Flharmony.comflharmony.comOther observed source11.76%3227212
#7 of 484Herba-medica.siherba-medica.siOther observed source11.03%3027212
#8 of 484Cymbiotika.comcymbiotika.comOther observed source10.66%2927212
#9 of 484Usada.orgusada.orgOther observed source10.66%2927212
#10 of 484Promixnutrition.compromixnutrition.comOther observed source10.29%2827212
#11 of 484Cdhf.cacdhf.caOther observed source8.46%2327212
#12 of 484Scienceinsights.orgscienceinsights.orgOther observed source8.46%2327212
#13 of 484Redditreddit.comCommunity and social platform8.09%2227212
#14 of 484Rhonutrition.comrhonutrition.comOther observed source7.35%2027212
#15 of 484Rupahealth.comrupahealth.comOther observed source6.99%1927212
#16 of 484Bscg.orgbscg.orgOther observed source5.51%1527212
#17 of 484Nutrola.appnutrola.appOther observed source5.51%1527212
#18 of 484Theprobioticsinstitute.comtheprobioticsinstitute.comOther observed source5.51%1527212
#19 of 484Ubiehealth.comubiehealth.comOther observed source5.51%1527212
#20 of 484Wonderbiotics.comwonderbiotics.comOther observed source5.51%1527212
#21 of 484Clevelandclinic.orgclevelandclinic.orgAcademic and government source5.15%1427212
#22 of 484Goodrx.comgoodrx.comOther observed source5.15%1427212
#23 of 484Nutrova.comnutrova.comOther observed source5.15%1427212
#24 of 484Renewlife.comrenewlife.comOther observed source5.15%1427212
#25 of 484Health.comhealth.comOther observed source4.78%1327212
#26 of 484Paleopro.compaleopro.comOther observed source4.78%1327212
#27 of 484The Metabolic Journalthemetabolicjournal.comEditorial publication4.41%1227212
#28 of 484Wellbeingnutrition.comwellbeingnutrition.comOther observed source4.41%1227212
#29 of 484Bioptimizers.combioptimizers.comOther observed source4.04%1127212
#30 of 484Aarp.orgaarp.orgAcademic and government source3.68%1027212
#31 of 484Alibaba.comalibaba.comOther observed source3.68%1027212
#32 of 484Aloha.comaloha.comOther observed source3.68%1027212
#33 of 484Forbesforbes.comEditorial publication3.68%1027212
#34 of 484Fortunefortune.comEditorial publication3.68%1027212
#35 of 484Newimage.worldnewimage.worldOther observed source3.68%1027212
#36 of 484Tinyhealth.comtinyhealth.comOther observed source3.68%1027212
#37 of 484Factually.cofactually.coOther observed source3.31%927212
#38 of 484Gainful.comgainful.comOther observed source3.31%927212
#39 of 484Mygoodgut.commygoodgut.comOther observed source3.31%927212
#40 of 484Perkii.comperkii.comOther observed source3.31%927212
#41 of 484Verywellhealth.comverywellhealth.comOther observed source3.31%927212
#42 of 484Vitalplanet.comvitalplanet.comOther observed source3.31%927212
#43 of 484Vitamindbc.comvitamindbc.comOther observed source3.31%927212
#44 of 484Vitaquest.comvitaquest.comOther observed source3.31%927212
#45 of 484Biology Insightsbiologyinsights.comEditorial publication2.94%827212
#46 of 484Iherb.comiherb.comOther observed source2.94%827212
#47 of 484Instagram.cominstagram.comOther observed source2.94%827212
#48 of 484Proteinjug.comproteinjug.comOther observed source2.94%827212
#49 of 484Seed.comseed.comOther observed source2.94%827212
#50 of 484Amazon.comamazon.comOther observed source2.57%727212
#51 of 484Buypeakperformance.combuypeakperformance.comOther observed source2.57%727212
#52 of 484Isappscience.orgisappscience.orgOther observed source2.57%727212
#53 of 484Livegoodforlife.comlivegoodforlife.comOther observed source2.57%727212
#54 of 484Mindbodygreen.commindbodygreen.comOther observed source2.57%727212
#55 of 484Nourify-beautify.comnourify-beautify.comOther observed source2.57%727212
#56 of 484Protein.supplyprotein.supplyOther observed source2.57%727212
#57 of 484Scancheck.appscancheck.appOther observed source2.57%727212
#58 of 484Slipshq.comslipshq.comOther observed source2.57%727212
#59 of 484Symprove.comsymprove.comOther observed source2.57%727212
#60 of 484Vitaminbrands.orgvitaminbrands.orgOther observed source2.57%727212
#61 of 484Fetori.comfetori.comOther observed source2.21%627212
#62 of 484Innerbuddies.cominnerbuddies.comOther observed source2.21%627212
#63 of 484Integrishealth.orgintegrishealth.orgOther observed source2.21%627212
#64 of 484Intelligentlabs.orgintelligentlabs.orgOther observed source2.21%627212
#65 of 484Ketosource.coketosource.coOther observed source2.21%627212
#66 of 484NUTRABAYnutrabay.comEditorial publication2.21%627212
#67 of 484Nutrasource.canutrasource.caOther observed source2.21%627212
#68 of 484Unimelb.edu.auunimelb.edu.auOther observed source2.21%627212
#69 of 484Verifiedsupplementdata.comverifiedsupplementdata.comOther observed source2.21%627212
#70 of 484Betterhealthshelf.combetterhealthshelf.comOther observed source1.84%527212
#71 of 484Consensus.appconsensus.appSearch or media platform1.84%527212
#72 of 484Dovitamins.comdovitamins.comOther observed source1.84%527212
#73 of 484Fitandwell.comfitandwell.comOther observed source1.84%527212
#74 of 484Getcrunchy.cogetcrunchy.coOther observed source1.84%527212
#75 of 484Inventoryready.cominventoryready.comOther observed source1.84%527212
#76 of 484Lapetitelabs.comlapetitelabs.comOther observed source1.84%527212
#77 of 484LinkedInlinkedin.comCommunity and social platform1.84%527212
#78 of 484Mamasselect.commamasselect.comOther observed source1.84%527212
#79 of 484Market-truth.commarket-truth.comOther observed source1.84%527212
#80 of 484Organicfoodguides.comorganicfoodguides.comOther observed source1.84%527212
#81 of 484Partiqlar.compartiqlar.comOther observed source1.84%527212
#82 of 484Superpower.comsuperpower.comOther observed source1.84%527212
#83 of 484Swilab.chswilab.chOther observed source1.84%527212
#84 of 484Target.comtarget.comOther observed source1.84%527212
#85 of 484Walmart.comwalmart.comOther observed source1.84%527212
#86 of 484Wellnessgroup.com.mywellnessgroup.com.myOther observed source1.84%527212
#87 of 484Winnowlabs.comwinnowlabs.comOther observed source1.84%527212
#88 of 484Xendurance.comxendurance.comOther observed source1.84%527212
#89 of 484Zenomhealth.comzenomhealth.comOther observed source1.84%527212
#90 of 484Bala.healthbala.healthOther observed source1.47%427212
#91 of 484Bearwell.co.nzbearwell.co.nzOther observed source1.47%427212
#92 of 484Checkmysupps.comcheckmysupps.comOther observed source1.47%427212
#93 of 484Designsforhealth.comdesignsforhealth.comOther observed source1.47%427212
#94 of 484Doralhw.orgdoralhw.orgOther observed source1.47%427212
#95 of 484Eatingwell.comeatingwell.comOther observed source1.47%427212
#96 of 484Facebook.comfacebook.comCommunity and social platform1.47%427212
#97 of 484Healthetc.lifehealthetc.lifeOther observed source1.47%427212
#98 of 484Healthyagingatlas.comhealthyagingatlas.comOther observed source1.47%427212
#99 of 484Livemomentous.comlivemomentous.comOther observed source1.47%427212
#100 of 484Medical News Todaymedicalnewstoday.comEditorial publication1.47%427212

Showing the first 100 rows from 484 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Consumer Health / How buyers choose: 484 observed source domains in the leaderboard, measured on 272 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/how_choose. CC BY 4.0.
APA
Parrott, J. (2026). Consumer Health / How buyers choose 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/how_choose https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mriconsumerhealthhowchoose,
  author = {Parrott, Jaxon},
  title = {Consumer Health / How buyers choose 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/how_choose},
  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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