Evidence floor met in this release.
Consumer HealthStatePublished Observed runs131 Run dates7 Observed domains227
Published segment leaderboard
Consumer Health: Problem-first research in the Machine Relations Index
This leaderboard uses only the Consumer Health / Problem-first research segment denominator: 131 observed answer runs across 7 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 | Confidence |
|---|---|---|---|---|---|---|---|
| #1 of 227 | Clevelandclinic.orgclevelandclinic.org | Academic and government source | 32.82% | 43 | 131 | 7 | Unavailable |
| #2 of 227 | Mayoclinic.orgmayoclinic.org | Other observed source | 30.53% | 40 | 131 | 7 | Unavailable |
| #3 of 227 | Goodrx.comgoodrx.com | Other observed source | 25.95% | 34 | 131 | 7 | Unavailable |
| #4 of 227 | Ubiehealth.comubiehealth.com | Other observed source | 24.43% | 32 | 131 | 7 | Unavailable |
| #5 of 227 | Healthline.comhealthline.com | Other observed source | 23.66% | 31 | 131 | 7 | Unavailable |
| #6 of 227 | YouTubeyoutube.com | Search or media platform | 22.14% | 29 | 131 | 7 | Unavailable |
| #7 of 227 | Nhs.uknhs.uk | Other observed source | 18.32% | 24 | 131 | 7 | Unavailable |
| #8 of 227 | Hopkinsmedicine.orghopkinsmedicine.org | Other observed source | 15.27% | 20 | 131 | 7 | Unavailable |
| #9 of 227 | Nm.orgnm.org | Other observed source | 15.27% | 20 | 131 | 7 | Unavailable |
| #10 of 227 | Redditreddit.com | Community and social platform | 15.27% | 20 | 131 | 7 | Unavailable |
| #11 of 227 | Rwjbh.orgrwjbh.org | Other observed source | 12.98% | 17 | 131 | 7 | Unavailable |
| #12 of 227 | Henryford.comhenryford.com | Other observed source | 11.45% | 15 | 131 | 7 | Unavailable |
| #13 of 227 | NIHnih.gov | Academic and government source | 10.69% | 14 | 131 | 7 | Unavailable |
| #14 of 227 | Bioloungepdx.combioloungepdx.com | Other observed source | 8.40% | 11 | 131 | 7 | Unavailable |
| #15 of 227 | Parade.comparade.com | Other observed source | 8.40% | 11 | 131 | 7 | Unavailable |
| #16 of 227 | Webmd.comwebmd.com | Other observed source | 8.40% | 11 | 131 | 7 | Unavailable |
| #17 of 227 | Padentalsleep.compadentalsleep.com | Other observed source | 7.63% | 10 | 131 | 7 | Unavailable |
| #18 of 227 | Tomsguide.comtomsguide.com | Other observed source | 7.63% | 10 | 131 | 7 | Unavailable |
| #19 of 227 | Umich.eduumich.edu | Academic and government source | 6.87% | 9 | 131 | 7 | Unavailable |
| #20 of 227 | Fitandwell.comfitandwell.com | Other observed source | 6.11% | 8 | 131 | 7 | Unavailable |
| #21 of 227 | Medicalnewstoday.commedicalnewstoday.com | Editorial publication | 6.11% | 8 | 131 | 7 | Unavailable |
| #22 of 227 | Everlab.com.aueverlab.com.au | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #23 of 227 | Solgar.comsolgar.com | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #24 of 227 | Gastroconsa.comgastroconsa.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #25 of 227 | Hartfordhealthcare.orghartfordhealthcare.org | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #26 of 227 | Iffgd.orgiffgd.org | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #27 of 227 | Instituteofliving.orginstituteofliving.org | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #28 of 227 | Marieclaire.co.ukmarieclaire.co.uk | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #29 of 227 | Mountcarmelhealth.commountcarmelhealth.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #30 of 227 | Verywellhealth.comverywellhealth.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #31 of 227 | Axios.comaxios.com | Editorial publication | 3.82% | 5 | 131 | 7 | Unavailable |
| #32 of 227 | Bannerhealth.combannerhealth.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #33 of 227 | Brighamandwomens.orgbrighamandwomens.org | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #34 of 227 | Harvard.eduharvard.edu | Academic and government source | 3.82% | 5 | 131 | 7 | Unavailable |
| #35 of 227 | Health.comhealth.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #36 of 227 | Indiatimes.comindiatimes.com | Editorial publication | 3.82% | 5 | 131 | 7 | Unavailable |
| #37 of 227 | Pennstatehealthnews.orgpennstatehealthnews.org | Editorial publication | 3.82% | 5 | 131 | 7 | Unavailable |
| #38 of 227 | Risescience.comrisescience.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #39 of 227 | Rochester.edurochester.edu | Academic and government source | 3.82% | 5 | 131 | 7 | Unavailable |
| #40 of 227 | Time.comtime.com | Editorial publication | 3.82% | 5 | 131 | 7 | Unavailable |
| #41 of 227 | Vic.gov.auvic.gov.au | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #42 of 227 | Yahooyahoo.com | Editorial publication | 3.82% | 5 | 131 | 7 | Unavailable |
| #43 of 227 | Badgut.orgbadgut.org | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #44 of 227 | Bbc.co.ukbbc.co.uk | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #45 of 227 | Eurekahealth.comeurekahealth.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #46 of 227 | Franciscanhealth.orgfranciscanhealth.org | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #47 of 227 | Hollandandbarrett.comhollandandbarrett.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #48 of 227 | Instagram.cominstagram.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #49 of 227 | Ouraring.comouraring.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #50 of 227 | Renown.orgrenown.org | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #51 of 227 | Scienceinsights.orgscienceinsights.org | Market and company database | 3.05% | 4 | 131 | 7 | Unavailable |
| #52 of 227 | Thesleepreset.comthesleepreset.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #53 of 227 | Ultrahuman.comultrahuman.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #54 of 227 | Aafp.orgaafp.org | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #55 of 227 | Ahealthyview.comahealthyview.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #56 of 227 | Atlantamedicalinstitute.comatlantamedicalinstitute.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #57 of 227 | Biologyinsights.combiologyinsights.com | Market and company database | 2.29% | 3 | 131 | 7 | Unavailable |
| #58 of 227 | Calm.comcalm.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #59 of 227 | Droracle.aidroracle.ai | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #60 of 227 | Drugs.comdrugs.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #61 of 227 | Everydayhealth.comeverydayhealth.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #62 of 227 | Everydayhealthplan.comeverydayhealthplan.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #63 of 227 | Facebook.comfacebook.com | Community and social platform | 2.29% | 3 | 131 | 7 | Unavailable |
| #64 of 227 | Hellolingo.comhellolingo.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #65 of 227 | Hillsideprimarycare.comhillsideprimarycare.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #66 of 227 | Inverseinverse.com | Editorial publication | 2.29% | 3 | 131 | 7 | Unavailable |
| #67 of 227 | Jinfiniti.comjinfiniti.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #68 of 227 | LinkedInlinkedin.com | Community and social platform | 2.29% | 3 | 131 | 7 | Unavailable |
| #69 of 227 | Mattressmiracle.camattressmiracle.ca | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #70 of 227 | Mentalhealthbhopal.commentalhealthbhopal.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #71 of 227 | Pepto-bismol.compepto-bismol.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #72 of 227 | Plutashealth.complutashealth.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #73 of 227 | Stvincents.orgstvincents.org | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #74 of 227 | Aarp.orgaarp.org | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #75 of 227 | Agemate.comagemate.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #76 of 227 | Cdhf.cacdhf.ca | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #77 of 227 | Chronicillnesspcp.comchronicillnesspcp.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #78 of 227 | Cigna.comcigna.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #79 of 227 | Doralhw.orgdoralhw.org | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #80 of 227 | Drkumardiscovery.comdrkumardiscovery.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #81 of 227 | Emc.idemc.id | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #82 of 227 | Getsmartcaffeine.comgetsmartcaffeine.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #83 of 227 | Gi.orggi.org | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #84 of 227 | Gulf Newsgulfnews.com | Editorial publication | 1.53% | 2 | 131 | 7 | Unavailable |
| #85 of 227 | Hubermanlab.comhubermanlab.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #86 of 227 | Indeed.comindeed.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #87 of 227 | Ithrive.shopithrive.shop | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #88 of 227 | Medlineplus.govmedlineplus.gov | Academic and government source | 1.53% | 2 | 131 | 7 | Unavailable |
| #89 of 227 | Medparkhospital.commedparkhospital.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #90 of 227 | Muhealth.orgmuhealth.org | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #91 of 227 | Mymedicineadvisor.commymedicineadvisor.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #92 of 227 | Mysticmonkcoffee.commysticmonkcoffee.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #93 of 227 | News-medical.netnews-medical.net | Editorial publication | 1.53% | 2 | 131 | 7 | Unavailable |
| #94 of 227 | Onenutritiongroup.comonenutritiongroup.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #95 of 227 | Peakstatecoffee.compeakstatecoffee.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #96 of 227 | Pittsburghdentalsleepmedicine.compittsburghdentalsleepmedicine.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #97 of 227 | Racgp.org.auracgp.org.au | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #98 of 227 | Roastrebels.comroastrebels.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #99 of 227 | Rootfunctionalmedicine.comrootfunctionalmedicine.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
| #100 of 227 | Seattlegummy.comseattlegummy.com | Other observed source | 1.53% | 2 | 131 | 7 | Unavailable |
Showing the first 100 rows from 227 observed domains.
Release and boundary
How to cite this segment
Consumer Health / Problem-first research: 227 observed source domains in the leaderboard, 2026-05-10 to 2026-09-18, mri_score_v2.0, mri_score_v2.0+2026-09-18+8fa38e54dd0a, https://machinerelations.ai/index/categories/consumer-health/problem_first.
Release mri_score_v2.0+2026-09-18+8fa38e54dd0a; methodology mri_score_v2.0; generated 2026-09-18; window 2026-05-10 to 2026-09-18; artifact 8fa38e54dd0a.
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.