Physical Consumer Products

Published segment leaderboard

Physical Consumer Products: Best tools in the Machine Relations Index

This leaderboard uses only the Physical Consumer Products / Best tools segment denominator: 122 observed answer runs across 8 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs122

Segment-specific denominator. Not the overall domain denominator.

Run dates8

Release floor: 7 dates.

Observed domains229

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 229Tom's Guidetomsguide.comEditorial publication23.77%291228
#2 of 229rtings.comrtings.comOther observed source18.03%221228
#3 of 229Forbesforbes.comEditorial publication15.57%191228
#4 of 229TechRadartechradar.comEditorial publication14.75%181228
#5 of 229Yahoo Newsyahoo.comEditorial publication13.93%171228
#6 of 229sleepfoundation.orgsleepfoundation.orgAcademic and government source9.84%121228
#7 of 229everydayhomecomfort.comeverydayhomecomfort.comOther observed source9.02%111228
#8 of 229Consumer Reportsconsumerreports.orgEditorial publication8.20%101228
#9 of 229homesandgardens.comhomesandgardens.comOther observed source8.20%101228
#10 of 229mattressnerd.commattressnerd.comOther observed source8.20%101228
#11 of 229CNETcnet.comEditorial publication7.38%91228
#12 of 229djangobrand.comdjangobrand.comOther observed source7.38%91228
#13 of 229narwal.comnarwal.comOther observed source7.38%91228
#14 of 229ncoa.orgncoa.orgAcademic and government source7.38%91228
#15 of 229thegadgetflow.comthegadgetflow.comOther observed source7.38%91228
#16 of 229chipoteka.hrchipoteka.hrOther observed source6.56%81228
#17 of 229comfybase.comcomfybase.comOther observed source6.56%81228
#18 of 229justadadapproved.comjustadadapproved.comOther observed source6.56%81228
#19 of 229thekitchenpick.comthekitchenpick.comOther observed source6.56%81228
#20 of 229btod.combtod.comOther observed source5.74%71228
#21 of 229claiks.comclaiks.comOther observed source5.74%71228
#22 of 229irobot.comirobot.comOther observed source5.74%71228
#23 of 229The New York Timesnytimes.comEditorial publication5.74%71228
#24 of 229peccadille.netpeccadille.netOther observed source5.74%71228
#25 of 229robotvachub.comrobotvachub.comOther observed source5.74%71228
#26 of 229standingdeskpicks.comstandingdeskpicks.comOther observed source5.74%71228
#27 of 229standingdeskreference.comstandingdeskreference.comOther observed source5.74%71228
#28 of 229deskdeploy.comdeskdeploy.comOther observed source4.92%61228
#29 of 229dreametech.comdreametech.comOther observed source4.92%61228
#30 of 229nettoshop.chnettoshop.chOther observed source4.92%61228
#31 of 229PCMagpcmag.comEditorial publication4.92%61228
#32 of 229standdesklab.comstanddesklab.comOther observed source4.92%61228
#33 of 229ubuy.co.inubuy.co.inOther observed source4.92%61228
#34 of 229Vacuum Warsvacuumwars.comEditorial publication4.92%61228
#35 of 229bedplanet.combedplanet.comOther observed source4.10%51228
#36 of 229bestbuy.combestbuy.comOther observed source4.10%51228
#37 of 229Business Insiderbusinessinsider.comEditorial publication4.10%51228
#38 of 229eufy.comeufy.comOther observed source4.10%51228
#39 of 229idealhome.co.ukidealhome.co.ukOther observed source4.10%51228
#40 of 229roborock.comroborock.comOther observed source4.10%51228
#41 of 229robot-vacuum-guide.comrobot-vacuum-guide.comOther observed source4.10%51228
#42 of 229textwordcount.comtextwordcount.comOther observed source4.10%51228
#43 of 229U.S. News & World Reportusnews.comEditorial publication4.10%51228
#44 of 229aptdeco.comaptdeco.comOther observed source3.28%41228
#45 of 229autonomous.aiautonomous.aiOther observed source3.28%41228
#46 of 229bedgear.co.krbedgear.co.krOther observed source3.28%41228
#47 of 229bloomingdales.combloomingdales.comOther observed source3.28%41228
#48 of 229comtuodesk.comcomtuodesk.comOther observed source3.28%41228
#49 of 229deskriselab.comdeskriselab.comOther observed source3.28%41228
#50 of 229eurekaergonomic.comeurekaergonomic.comOther observed source3.28%41228
#51 of 229fypower.orgfypower.orgOther observed source3.28%41228
#52 of 229Healthlinehealthline.comEditorial publication3.28%41228
#53 of 229mattressnut.commattressnut.comOther observed source3.28%41228
#54 of 229modelrec.commodelrec.comOther observed source3.28%41228
#55 of 229Reader's Digestrd.comEditorial publication3.28%41228
#56 of 229Redditreddit.comCommunity and social platform3.28%41228
#57 of 229roborock.sgroborock.sgOther observed source3.28%41228
#58 of 229TechGearLabtechgearlab.comEditorial publication3.28%41228
#59 of 229themplsegotist.comthemplsegotist.comOther observed source3.28%41228
#60 of 229acfc.orgacfc.orgOther observed source2.46%31228
#61 of 229aileapers.comaileapers.comEditorial publication2.46%31228
#62 of 229appliancr.comappliancr.comOther observed source2.46%31228
#63 of 229baur.debaur.deOther observed source2.46%31228
#64 of 229bestiepaws.combestiepaws.comOther observed source2.46%31228
#65 of 229descentanalysis.orgdescentanalysis.orgOther observed source2.46%31228
#66 of 229ebay.comebay.comOther observed source2.46%31228
#67 of 229Good Housekeepinggoodhousekeeping.comEditorial publication2.46%31228
#68 of 229hermanmiller.comhermanmiller.comOther observed source2.46%31228
#69 of 229LabTestedPickslabtestedpicks.comEditorial publication2.46%31228
#70 of 229macys.commacys.comOther observed source2.46%31228
#71 of 229New York Magazinenymag.comEditorial publication2.46%31228
#72 of 229peggyomara.compeggyomara.comOther observed source2.46%31228
#73 of 229remotechance.comremotechance.comOther observed source2.46%31228
#74 of 229selectoire.comselectoire.comOther observed source2.46%31228
#75 of 229sparklingpicks.comsparklingpicks.comOther observed source2.46%31228
#76 of 229talkofthehouse.comtalkofthehouse.comEditorial publication2.46%31228
#77 of 229theconsumers.guidetheconsumers.guideOther observed source2.46%31228
#78 of 229thesleeploft.comthesleeploft.comOther observed source2.46%31228
#79 of 229toolstep.toptoolstep.topOther observed source2.46%31228
#80 of 229upliftdesk.comupliftdesk.comOther observed source2.46%31228
#81 of 229vvenace.comvvenace.comOther observed source2.46%31228
#82 of 229wellwhisk.comwellwhisk.comOther observed source2.46%31228
#83 of 229wfhworld.comwfhworld.comOther observed source2.46%31228
#84 of 229whoismcafee.comwhoismcafee.comOther observed source2.46%31228
#85 of 229YouTube (only pages not mapped to a channel or publication)youtube.comSearch or media platform2.46%31228
#86 of 2294029tv.com4029tv.comOther observed source1.64%21228
#87 of 229arekoreshop.comarekoreshop.comOther observed source1.64%21228
#88 of 229arukereso.huarukereso.huOther observed source1.64%21228
#89 of 229bearmattress.combearmattress.comOther observed source1.64%21228
#90 of 229bhg.com.aubhg.com.auEditorial publication1.64%21228
#91 of 229bigguyonstuff.combigguyonstuff.comOther observed source1.64%21228
#92 of 229coppel.comcoppel.comOther observed source1.64%21228
#93 of 229darvin.comdarvin.comOther observed source1.64%21228
#94 of 229desk-haus.comdesk-haus.comOther observed source1.64%21228
#95 of 229dji.comdji.comOther observed source1.64%21228
#96 of 229dognotebook.comdognotebook.comOther observed source1.64%21228
#97 of 229eglug.orgeglug.orgOther observed source1.64%21228
#98 of 229eprice.iteprice.itOther observed source1.64%21228
#99 of 229eureka.comeureka.comOther observed source1.64%21228
#100 of 229fromrebel.comfromrebel.comOther observed source1.64%21228

Showing the first 100 rows from 229 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Physical Consumer Products / Best tools: 229 observed source domains in the leaderboard, measured on 122 observed runs across 8 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/best_x. CC BY 4.0.
APA
Parrott, J. (2026). Physical Consumer Products / Best tools 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/best_x https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mriphysicalconsumerbestx,
  author = {Parrott, Jaxon},
  title = {Physical Consumer Products / Best tools 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/best_x},
  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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