Consumer Products

Published segment leaderboard

Consumer Products: Best tools in the Machine Relations Index

This leaderboard uses only the Consumer Products / Best tools segment denominator: 280 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs280

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains441

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 441Forbesforbes.comEditorial publication29.64%8328012
#2 of 441Whowhatwear.comwhowhatwear.comOther observed source16.79%4728012
#3 of 441Redditreddit.comCommunity and social platform16.43%4628012
#4 of 441Allureallure.comEditorial publication15.36%4328012
#5 of 441The New York Timesnytimes.comEditorial publication14.64%4128012
#6 of 441YouTubeyoutube.comSearch or media platform14.29%4028012
#7 of 441Business Insiderbusinessinsider.comEditorial publication12.86%3628012
#8 of 441Good Housekeepinggoodhousekeeping.comEditorial publication12.86%3628012
#9 of 441Healthlinehealthline.comEditorial publication11.79%3328012
#10 of 441CNETcnet.comEditorial publication11.43%3228012
#11 of 441GearLaboutdoorgearlab.comEditorial publication10.71%3028012
#12 of 441Kitchnthekitchn.comEditorial publication10.00%2828012
#13 of 441EverydayHealth.comeverydayhealth.comEditorial publication8.93%2528012
#14 of 441Mealfan.commealfan.comOther observed source8.57%2428012
#15 of 441NBC Newsnbcnews.comEditorial publication8.21%2328012
#16 of 441WIREDwired.comEditorial publication8.21%2328012
#17 of 441Ulta.comulta.comOther observed source7.50%2128012
#18 of 441Travelforbusiness.orgtravelforbusiness.orgOther observed source6.43%1828012
#19 of 441CNNcnn.comEditorial publication6.07%1728012
#20 of 441Deliveryrank.comdeliveryrank.comOther observed source5.71%1628012
#21 of 441Vogue.comvogue.comOther observed source5.71%1628012
#22 of 441Target.comtarget.comOther observed source5.36%1528012
#23 of 441Amazon.comamazon.comOther observed source5.00%1428012
#24 of 441Fortunefortune.comEditorial publication5.00%1428012
#25 of 441Lowens.calowens.caOther observed source5.00%1428012
#26 of 441NY Post (New York Post)nypost.comEditorial publication5.00%1428012
#27 of 441Reviewedreviewed.comEditorial publication5.00%1428012
#28 of 441Bon Appétitbonappetit.comEditorial publication4.64%1328012
#29 of 441Ebay.comebay.comOther observed source4.29%1228012
#30 of 441Foodnetwork.comfoodnetwork.comOther observed source4.29%1228012
#31 of 441Monos.commonos.comOther observed source4.29%1228012
#32 of 441Ubuy.maubuy.maOther observed source4.29%1228012
#33 of 441Byrdie.combyrdie.comOther observed source3.93%1128012
#34 of 441Condé Nast Travelercntraveler.comEditorial publication3.93%1128012
#35 of 441Marie Clairemarieclaire.comEditorial publication3.93%1128012
#36 of 441Smytten.comsmytten.comOther observed source3.93%1128012
#37 of 441Ceramideclub.comceramideclub.comOther observed source3.57%1028012
#38 of 441Cerave.comcerave.comOther observed source3.57%1028012
#39 of 441Dermapproved.comdermapproved.comOther observed source3.57%1028012
#40 of 441The Independentindependent.co.ukEditorial publication3.57%1028012
#41 of 441Jasminvilhelmina.comjasminvilhelmina.comOther observed source3.57%1028012
#42 of 441Luggagecouncil.comluggagecouncil.comAcademic and government source3.57%1028012
#43 of 441Media Hackermediahacker.orgOther observed source3.57%1028012
#44 of 441Miamibeautyarea.commiamibeautyarea.comOther observed source3.57%1028012
#45 of 441Packhacker.compackhacker.comOther observed source3.57%1028012
#46 of 441Parade.comparade.comOther observed source3.57%1028012
#47 of 441Preventionprevention.comEditorial publication3.57%1028012
#48 of 441The Good Tradethegoodtrade.comEditorial publication3.57%1028012
#49 of 441Instyle.cominstyle.comOther observed source3.21%928012
#50 of 441Womanandhome.comwomanandhome.comOther observed source3.21%928012
#51 of 441Consumer Reportsconsumerreports.orgEditorial publication2.86%828012
#52 of 441Cosmopolitancosmopolitan.comEditorial publication2.86%828012
#53 of 441Dermspecpa.comdermspecpa.comOther observed source2.86%828012
#54 of 441Nomadsnation.comnomadsnation.comOther observed source2.86%828012
#55 of 441New York Magazinenymag.comEditorial publication2.86%828012
#56 of 441The Meal Kit Reviewthemealkitreview.comOther observed source2.86%828012
#57 of 441Travelandleisure.comtravelandleisure.comOther observed source2.86%828012
#58 of 441WWDwwd.comEditorial publication2.86%828012
#59 of 441Yahoo Newsyahoo.comEditorial publication2.86%828012
#60 of 441Adaytrip.comadaytrip.comOther observed source2.50%728012
#61 of 441Deep Arrivaldeeparrival.comEditorial publication2.50%728012
#62 of 441Greenchef.comgreenchef.comOther observed source2.50%728012
#63 of 441Luggagepros.comluggagepros.comOther observed source2.50%728012
#64 of 441Man of Manymanofmany.comEditorial publication2.50%728012
#65 of 441Popsugar.compopsugar.comOther observed source2.50%728012
#66 of 441Realsimple.comrealsimple.comEditorial publication2.50%728012
#67 of 441Runtothefinish.comruntothefinish.comOther observed source2.50%728012
#68 of 441Sunbasket.comsunbasket.comOther observed source2.50%728012
#69 of 441T3t3.comEditorial publication2.50%728012
#70 of 441Thequalityedit.comthequalityedit.comOther observed source2.50%728012
#71 of 441Wildtallow.comwildtallow.comOther observed source2.50%728012
#72 of 441AOL.comaol.comEditorial publication2.14%628012
#73 of 441Bergmanluggage.combergmanluggage.comOther observed source2.14%628012
#74 of 441The Daily Vanguarddailyvanguard.comEditorial publication2.14%628012
#75 of 441Earnifyhub.comearnifyhub.comOther observed source2.14%628012
#76 of 441Facebook.comfacebook.comCommunity and social platform2.14%628012
#77 of 441Gq-magazine.co.ukgq-magazine.co.ukEditorial publication2.14%628012
#78 of 441Nomatic.comnomatic.comOther observed source2.14%628012
#79 of 441PCMagpcmag.comEditorial publication2.14%628012
#80 of 441Shopee.phshopee.phOther observed source2.14%628012
#81 of 441Skincarebyalana.comskincarebyalana.comOther observed source2.14%628012
#82 of 441Skinoptimizer.comskinoptimizer.comOther observed source2.14%628012
#83 of 441Tarinmaletas.comtarinmaletas.comOther observed source2.14%628012
#84 of 441Top3Reviewedtop3reviewed.comOther observed source2.14%628012
#85 of 441Travelfreak.comtravelfreak.comOther observed source2.14%628012
#86 of 441Wellandgood.comwellandgood.comOther observed source2.14%628012
#87 of 441Albella.com.mxalbella.com.mxOther observed source1.79%528012
#88 of 441Bluemercury.combluemercury.comOther observed source1.79%528012
#89 of 441Bonjoutbeauty.combonjoutbeauty.comOther observed source1.79%528012
#90 of 441Bonn.debonn.deOther observed source1.79%528012
#91 of 441Cerave.cacerave.caOther observed source1.79%528012
#92 of 441Cerave.uacerave.uaOther observed source1.79%528012
#93 of 441Food And Wine Españolfoodandwine.comEditorial publication1.79%528012
#94 of 441Gjirafamall.comgjirafamall.comOther observed source1.79%528012
#95 of 441Guiltyeats.comguiltyeats.comOther observed source1.79%528012
#96 of 441HelloFreshhellofresh.comEditorial publication1.79%528012
#97 of 441Needskincare.comneedskincare.comOther observed source1.79%528012
#98 of 441News Channel 5 Nashville (WTVF)newschannel5.comEditorial publication1.79%528012
#99 of 441People.compeople.comOther observed source1.79%528012
#100 of 441Riverchasedermatology.comriverchasedermatology.comOther observed source1.79%528012

Showing the first 100 rows from 441 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Consumer Products / Best tools: 441 observed source domains in the leaderboard, measured on 280 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-products/best_x. CC BY 4.0.
APA
Parrott, J. (2026). Consumer Products / Best tools 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-products/best_x https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mriconsumerproductsbestx,
  author = {Parrott, Jaxon},
  title = {Consumer Products / Best tools 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-products/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 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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