Evidence floor met in this release.
Consumer ProductsStatePublished Observed runs132 Run dates7 Observed domains216
Published segment leaderboard
Consumer Products: Problem-first research in the Machine Relations Index
This leaderboard uses only the Consumer Products / Problem-first research segment denominator: 132 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 216 | Redditreddit.com | Community and social platform | 21.97% | 29 | 132 | 7 | Unavailable |
| #2 of 216 | YouTubeyoutube.com | Search or media platform | 15.15% | 20 | 132 | 7 | Unavailable |
| #3 of 216 | Dialavet.comdialavet.com | Other observed source | 14.39% | 19 | 132 | 7 | Unavailable |
| #4 of 216 | Petmd.competmd.com | Other observed source | 14.39% | 19 | 132 | 7 | Unavailable |
| #5 of 216 | Dogster.comdogster.com | Other observed source | 12.12% | 16 | 132 | 7 | Unavailable |
| #6 of 216 | Epa.govepa.gov | Academic and government source | 11.36% | 15 | 132 | 7 | Unavailable |
| #7 of 216 | Royalkennelclub.comroyalkennelclub.com | Other observed source | 11.36% | 15 | 132 | 7 | Unavailable |
| #8 of 216 | Nopickydog.comnopickydog.com | Other observed source | 10.61% | 14 | 132 | 7 | Unavailable |
| #9 of 216 | Petco.competco.com | Other observed source | 10.61% | 14 | 132 | 7 | Unavailable |
| #10 of 216 | Canidae.comcanidae.com | Other observed source | 9.85% | 13 | 132 | 7 | Unavailable |
| #11 of 216 | Uahpet.comuahpet.com | Other observed source | 9.85% | 13 | 132 | 7 | Unavailable |
| #12 of 216 | Gov.walesgov.wales | Other observed source | 9.09% | 12 | 132 | 7 | Unavailable |
| #13 of 216 | Houndsy.comhoundsy.com | Other observed source | 9.09% | 12 | 132 | 7 | Unavailable |
| #14 of 216 | Thetrainingofdogs.comthetrainingofdogs.com | Other observed source | 9.09% | 12 | 132 | 7 | Unavailable |
| #15 of 216 | Webmd.comwebmd.com | Other observed source | 9.09% | 12 | 132 | 7 | Unavailable |
| #16 of 216 | Facebook.comfacebook.com | Community and social platform | 7.58% | 10 | 132 | 7 | Unavailable |
| #17 of 216 | Gumtree.comgumtree.com | Other observed source | 7.58% | 10 | 132 | 7 | Unavailable |
| #18 of 216 | Petful.competful.com | Other observed source | 7.58% | 10 | 132 | 7 | Unavailable |
| #19 of 216 | Goodrx.comgoodrx.com | Other observed source | 6.82% | 9 | 132 | 7 | Unavailable |
| #20 of 216 | Bornforpets.combornforpets.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #21 of 216 | Cherrycreekvet.comcherrycreekvet.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #22 of 216 | Mediummedium.com | Editorial publication | 6.06% | 8 | 132 | 7 | Unavailable |
| #23 of 216 | Thedogslist.comthedogslist.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #24 of 216 | Cesar.comcesar.com | Other observed source | 5.30% | 7 | 132 | 7 | Unavailable |
| #25 of 216 | Riverwoodpetfood.comriverwoodpetfood.com | Other observed source | 5.30% | 7 | 132 | 7 | Unavailable |
| #26 of 216 | Stackexchange.comstackexchange.com | Community and social platform | 5.30% | 7 | 132 | 7 | Unavailable |
| #27 of 216 | Thedodo.comthedodo.com | Other observed source | 5.30% | 7 | 132 | 7 | Unavailable |
| #28 of 216 | Akc.orgakc.org | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #29 of 216 | Arvadavethospital.comarvadavethospital.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #30 of 216 | Justanswer.comjustanswer.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #31 of 216 | Smalldoorvet.comsmalldoorvet.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #32 of 216 | Spah.laspah.la | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #33 of 216 | Utenvironment.orgutenvironment.org | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #34 of 216 | Vetstreet.comvetstreet.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #35 of 216 | Whole-dog-journal.comwhole-dog-journal.com | Editorial publication | 4.55% | 6 | 132 | 7 | Unavailable |
| #36 of 216 | Foodprint.orgfoodprint.org | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #37 of 216 | Newminimalism.comnewminimalism.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #38 of 216 | NIHnih.gov | Academic and government source | 3.79% | 5 | 132 | 7 | Unavailable |
| #39 of 216 | Quora.comquora.com | Community and social platform | 3.79% | 5 | 132 | 7 | Unavailable |
| #40 of 216 | Bbcgoodfood.combbcgoodfood.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #41 of 216 | Businesswaste.co.ukbusinesswaste.co.uk | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #42 of 216 | Chewy.comchewy.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #43 of 216 | Howimetmydog.comhowimetmydog.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #44 of 216 | Purina.compurina.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #45 of 216 | Vcahospitals.comvcahospitals.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #46 of 216 | Veg.comveg.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #47 of 216 | Ewasa.orgewasa.org | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #48 of 216 | Honestlymodern.comhonestlymodern.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #49 of 216 | Indiatimes.comindiatimes.com | Editorial publication | 2.27% | 3 | 132 | 7 | Unavailable |
| #50 of 216 | Inlineplastics.cominlineplastics.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #51 of 216 | Kevidko.comkevidko.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #52 of 216 | Leanpath.comleanpath.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #53 of 216 | Marpan.commarpan.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #54 of 216 | Missionvet.commissionvet.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #55 of 216 | Myeverleaf.commyeverleaf.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #56 of 216 | Nightwatchanimalemergency.comnightwatchanimalemergency.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #57 of 216 | Nomnomnow.comnomnomnow.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #58 of 216 | Note.comnote.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #59 of 216 | Pdsa.org.ukpdsa.org.uk | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #60 of 216 | Stellaandchewys.comstellaandchewys.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #61 of 216 | Vic.gov.auvic.gov.au | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #62 of 216 | Wrap.ngowrap.ngo | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #63 of 216 | 163.com163.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #64 of 216 | Alibaba.comalibaba.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #65 of 216 | Cambridgefoodbank.orgcambridgefoodbank.org | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #66 of 216 | Cbc.cacbc.ca | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #67 of 216 | Colonialparkanimalclinic.comcolonialparkanimalclinic.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #68 of 216 | Dogmd.orgdogmd.org | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #69 of 216 | Ecocycle.orgecocycle.org | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #70 of 216 | Enviroliteracy.orgenviroliteracy.org | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #71 of 216 | Fullmoonpet.comfullmoonpet.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #72 of 216 | Goodheartcherrycreek.comgoodheartcherrycreek.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #73 of 216 | Gundersenhealth.orggundersenhealth.org | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #74 of 216 | Hennepin.ushennepin.us | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #75 of 216 | Hepper.comhepper.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #76 of 216 | Homesalive.cahomesalive.ca | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #77 of 216 | Iams.comiams.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #78 of 216 | Ikea.comikea.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #79 of 216 | Inpetcare.cominpetcare.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #80 of 216 | Instagram.cominstagram.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #81 of 216 | Iowagirleats.comiowagirleats.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #82 of 216 | Junovet.comjunovet.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #83 of 216 | LA Timeslatimes.com | Editorial publication | 1.52% | 2 | 132 | 7 | Unavailable |
| #84 of 216 | Netzeroaction.orgnetzeroaction.org | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #85 of 216 | Nsw.gov.aunsw.gov.au | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #86 of 216 | Petcro.competcro.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #87 of 216 | Petplace.competplace.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #88 of 216 | Plasticpollutioncoalition.orgplasticpollutioncoalition.org | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #89 of 216 | Psynavigator.rupsynavigator.ru | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #90 of 216 | Purepetfood.compurepetfood.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #91 of 216 | Reptileknowledge.comreptileknowledge.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #92 of 216 | Seriouseats.comseriouseats.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #93 of 216 | Shufuse.comshufuse.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #94 of 216 | Skvh.caskvh.ca | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #95 of 216 | Spi-laboratory.comspi-laboratory.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #96 of 216 | Sustainablepackaging.orgsustainablepackaging.org | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #97 of 216 | Thecaninedietitian.co.ukthecaninedietitian.co.uk | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #98 of 216 | Vetexplainspets.comvetexplainspets.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #99 of 216 | 4ocean.com4ocean.com | Other observed source | 0.76% | 1 | 132 | 7 | Unavailable |
| #100 of 216 | Aboutamazon.comaboutamazon.com | Other observed source | 0.76% | 1 | 132 | 7 | Unavailable |
Showing the first 100 rows from 216 observed domains.
Release and boundary
How to cite this segment
Consumer Products / Problem-first research: 216 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-products/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.