Physical Consumer Products

Published segment leaderboard

Physical Consumer Products: Comparisons in the Machine Relations Index

This leaderboard uses only the Physical Consumer Products / Comparisons segment denominator: 96 observed answer runs across 7 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs96

Segment-specific denominator. Not the overall domain denominator.

Run dates7

Release floor: 7 dates.

Observed domains107

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 107YouTube (only pages not mapped to a channel or publication)youtube.comSearch or media platform22.92%22967
#2 of 107mattressnerd.commattressnerd.comOther observed source21.88%21967
#3 of 107madeincookware.commadeincookware.comOther observed source19.79%19967
#4 of 107Mattress Claritymattressclarity.comEditorial publication19.79%19967
#5 of 107casper.comcasper.comOther observed source18.75%18967
#6 of 107purple.compurple.comOther observed source17.71%17967
#7 of 107mattressnut.commattressnut.comOther observed source14.58%14967
#8 of 107alva-cookware.usalva-cookware.usOther observed source11.46%11967
#9 of 107alibaba.comalibaba.comOther observed source9.38%9967
#10 of 107Sleep Advisorsleepadvisor.orgEditorial publication9.38%9967
#11 of 107The Rational Kitchentherationalkitchen.comEditorial publication9.38%9967
#12 of 107Tom's Guidetomsguide.comEditorial publication9.38%9967
#13 of 107vancassotableware.comvancassotableware.comOther observed source9.38%9967
#14 of 107Prudent Reviewsprudentreviews.comOther observed source8.33%8967
#15 of 107NapLabnaplab.comEditorial publication7.29%7967
#16 of 107seriouseats.comseriouseats.comOther observed source7.29%7967
#17 of 107sleepfoundation.orgsleepfoundation.orgAcademic and government source7.29%7967
#18 of 107sleepopolis.comsleepopolis.comOther observed source7.29%7967
#19 of 107Redditreddit.comCommunity and social platform6.25%6967
#20 of 107braiseandsear.combraiseandsear.comOther observed source5.21%5967
#21 of 107carawayhome.comcarawayhome.comOther observed source5.21%5967
#22 of 107cupindy.comcupindy.comOther observed source5.21%5967
#23 of 107fond.kitchenfond.kitchenOther observed source5.21%5967
#24 of 107tuck.comtuck.comEditorial publication5.21%5967
#25 of 107kitchenwareauthority.comkitchenwareauthority.comOther observed source4.17%4967
#26 of 107skilletandstove.comskilletandstove.comOther observed source4.17%4967
#27 of 107sleepsage.comsleepsage.comOther observed source4.17%4967
#28 of 107yawnder.comyawnder.comOther observed source4.17%4967
#29 of 107Zenda Guidezendaguide.comEditorial publication4.17%4967
#30 of 107cookwareapex.comcookwareapex.comOther observed source3.13%3967
#31 of 107crateandbarrel.comcrateandbarrel.comOther observed source3.13%3967
#32 of 107greenpan.usgreenpan.usOther observed source3.13%3967
#33 of 107House Digesthousedigest.comOther observed source3.13%3967
#34 of 107ironpatina.comironpatina.comOther observed source3.13%3967
#35 of 107mattressstoreslosangeles.commattressstoreslosangeles.comOther observed source3.13%3967
#36 of 107surlatable.comsurlatable.comOther observed source3.13%3967
#37 of 107versusthat.comversusthat.comOther observed source3.13%3967
#38 of 107allaroundkitchens.comallaroundkitchens.comOther observed source2.08%2967
#39 of 107BBQ Reportbbqreport.comEditorial publication2.08%2967
#40 of 107Bon Appétitbonappetit.comEditorial publication2.08%2967
#41 of 107Chatelainechatelaine.comEditorial publication2.08%2967
#42 of 107crumble.cocrumble.coOther observed source2.08%2967
#43 of 107easycookingways.comeasycookingways.comOther observed source2.08%2967
#44 of 107facebook.comfacebook.comCommunity and social platform2.08%2967
#45 of 107Food And Wine Españolfoodandwine.comEditorial publication2.08%2967
#46 of 107homesteadingfamily.comhomesteadingfamily.comOther observed source2.08%2967
#47 of 107lancastercastiron.comlancastercastiron.comOther observed source2.08%2967
#48 of 107mattressinusa.commattressinusa.comOther observed source2.08%2967
#49 of 107organicauthority.comorganicauthority.comOther observed source2.08%2967
#50 of 107peggyomara.compeggyomara.comOther observed source2.08%2967
#51 of 107skilletguide.comskilletguide.comOther observed source2.08%2967
#52 of 107sleepwisepick.comsleepwisepick.comOther observed source2.08%2967
#53 of 107slumbervault.comslumbervault.comOther observed source2.08%2967
#54 of 107stripesandwillows.comstripesandwillows.comOther observed source2.08%2967
#55 of 107Tasting Tabletastingtable.comEditorial publication2.08%2967
#56 of 107tastylicious.comtastylicious.comOther observed source2.08%2967
#57 of 107thecastironcraft.comthecastironcraft.comOther observed source2.08%2967
#58 of 107themattressadvisor.comthemattressadvisor.comOther observed source2.08%2967
#59 of 107theseasonedpan.comtheseasonedpan.comOther observed source2.08%2967
#60 of 107Australian Broadcasting Corporationabc.net.auEditorial publication1.04%1967
#61 of 107bednestly.combednestly.comOther observed source1.04%1967
#62 of 107cast-iron-cooking.comcast-iron-cooking.comOther observed source1.04%1967
#63 of 107culinaryhill.comculinaryhill.comOther observed source1.04%1967
#64 of 107designrulz.comdesignrulz.comOther observed source1.04%1967
#65 of 107economicalchef.comeconomicalchef.comOther observed source1.04%1967
#66 of 107elitesleepreviews.comelitesleepreviews.comOther observed source1.04%1967
#67 of 107endy.comendy.comOther observed source1.04%1967
#68 of 107fawcettmattress.comfawcettmattress.comOther observed source1.04%1967
#69 of 107findmattress.comfindmattress.comOther observed source1.04%1967
#70 of 107Forbesforbes.comEditorial publication1.04%1967
#71 of 107home-ec101.comhome-ec101.comOther observed source1.04%1967
#72 of 107homewhisk.comhomewhisk.comOther observed source1.04%1967
#73 of 107keptlist.comkeptlist.comOther observed source1.04%1967
#74 of 107kitchenbap.comkitchenbap.comOther observed source1.04%1967
#75 of 107kitchenware.linkkitchenware.linkOther observed source1.04%1967
#76 of 107kitchnext.comkitchnext.comOther observed source1.04%1967
#77 of 107littlehouseliving.comlittlehouseliving.comOther observed source1.04%1967
#78 of 107lodgecastironusa.comlodgecastironusa.comOther observed source1.04%1967
#79 of 107marquettecastings.commarquettecastings.comOther observed source1.04%1967
#80 of 107mashed.commashed.comOther observed source1.04%1967
#81 of 107mattressdealsonline.commattressdealsonline.comOther observed source1.04%1967
#82 of 107mattressguidepro.commattressguidepro.comOther observed source1.04%1967
#83 of 107mattressstuff.commattressstuff.comOther observed source1.04%1967
#84 of 107misen.commisen.comOther observed source1.04%1967
#85 of 107moonandmagnolia.commoonandmagnolia.comOther observed source1.04%1967
#86 of 107mykitchenhints.commykitchenhints.comOther observed source1.04%1967
#87 of 107nestnthrive.comnestnthrive.comOther observed source1.04%1967
#88 of 107potsandpansplace.compotsandpansplace.comOther observed source1.04%1967
#89 of 107siaocastiron.comsiaocastiron.comOther observed source1.04%1967
#90 of 107simplyrecipes.comsimplyrecipes.comOther observed source1.04%1967
#91 of 107sleepare.comsleepare.comOther observed source1.04%1967
#92 of 107sleephh.comsleephh.comOther observed source1.04%1967
#93 of 107sleepverdict.netsleepverdict.netOther observed source1.04%1967
#94 of 107sleepworld.comsleepworld.comOther observed source1.04%1967
#95 of 107thecookwarecritic.comthecookwarecritic.comOther observed source1.04%1967
#96 of 107Daily Mealthedailymeal.comOther observed source1.04%1967
#97 of 107thefreshloaf.comthefreshloaf.comOther observed source1.04%1967
#98 of 107theinventory.comtheinventory.comOther observed source1.04%1967
#99 of 107theirishmanswife.comtheirishmanswife.comOther observed source1.04%1967
#100 of 107thekitchenexperts.netthekitchenexperts.netOther observed source1.04%1967

Showing the first 100 rows from 107 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Physical Consumer Products / Comparisons: 107 observed source domains in the leaderboard, measured on 96 observed runs across 7 distinct run dates, 2026-05-10 to 2026-11-05. Release mri_score_v2.1+2026-11-05+66c560c07279. https://machinerelations.ai/index/categories/physical-consumer/x_vs_y. CC BY 4.0.
APA
Parrott, J. (2026). Physical Consumer Products / Comparisons in the Machine Relations Index (Version mri_score_v2.1+2026-11-05+66c560c07279) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/physical-consumer/x_vs_y https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mriphysicalconsumerxvsy,
  author = {Parrott, Jaxon},
  title = {Physical Consumer Products / Comparisons in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-11-05+66c560c07279},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/categories/physical-consumer/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 5, 2026. The observation window runs May 10, 2026 to November 5, 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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