Evidence floor met in this release.
Consumer ProductsStatePublished Observed runs221 Run dates10 Observed domains403
Published segment leaderboard
Consumer Products: Best tools in the Machine Relations Index
This leaderboard uses only the Consumer Products / Best tools segment denominator: 221 observed answer runs across 10 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 |
|---|---|---|---|---|---|---|
| #1 of 403 | Forbesforbes.com | Editorial publication | 30.77% | 68 | 221 | 10 |
| #2 of 403 | Redditreddit.com | Community and social platform | 19.46% | 43 | 221 | 10 |
| #3 of 403 | Whowhatwear.comwhowhatwear.com | Other observed source | 17.65% | 39 | 221 | 10 |
| #4 of 403 | YouTubeyoutube.com | Search or media platform | 17.65% | 39 | 221 | 10 |
| #5 of 403 | Allureallure.com | Editorial publication | 15.38% | 34 | 221 | 10 |
| #6 of 403 | Business Insiderbusinessinsider.com | Editorial publication | 12.67% | 28 | 221 | 10 |
| #7 of 403 | The New York Timesnytimes.com | Editorial publication | 12.67% | 28 | 221 | 10 |
| #8 of 403 | Healthlinehealthline.com | Editorial publication | 12.22% | 27 | 221 | 10 |
| #9 of 403 | GearLaboutdoorgearlab.com | Editorial publication | 11.76% | 26 | 221 | 10 |
| #10 of 403 | CNETcnet.com | Editorial publication | 11.31% | 25 | 221 | 10 |
| #11 of 403 | Good Housekeepinggoodhousekeeping.com | Editorial publication | 10.86% | 24 | 221 | 10 |
| #12 of 403 | Kitchnthekitchn.com | Editorial publication | 10.86% | 24 | 221 | 10 |
| #13 of 403 | Mealfan.commealfan.com | Other observed source | 9.05% | 20 | 221 | 10 |
| #14 of 403 | EverydayHealth.comeverydayhealth.com | Editorial publication | 8.60% | 19 | 221 | 10 |
| #15 of 403 | NBC Newsnbcnews.com | Editorial publication | 8.60% | 19 | 221 | 10 |
| #16 of 403 | Ulta.comulta.com | Other observed source | 8.60% | 19 | 221 | 10 |
| #17 of 403 | WIREDwired.com | Editorial publication | 8.60% | 19 | 221 | 10 |
| #18 of 403 | Travelforbusiness.orgtravelforbusiness.org | Other observed source | 7.24% | 16 | 221 | 10 |
| #19 of 403 | Deliveryrank.comdeliveryrank.com | Other observed source | 6.33% | 14 | 221 | 10 |
| #20 of 403 | Reviewedreviewed.com | Editorial publication | 6.33% | 14 | 221 | 10 |
| #21 of 403 | Amazon.comamazon.com | Other observed source | 5.88% | 13 | 221 | 10 |
| #22 of 403 | CNNcnn.com | Other observed source | 5.88% | 13 | 221 | 10 |
| #23 of 403 | Lowens.calowens.ca | Other observed source | 5.88% | 13 | 221 | 10 |
| #24 of 403 | Target.comtarget.com | Other observed source | 5.88% | 13 | 221 | 10 |
| #25 of 403 | Vogue.comvogue.com | Other observed source | 5.88% | 13 | 221 | 10 |
| #26 of 403 | NY Postnypost.com | Editorial publication | 5.43% | 12 | 221 | 10 |
| #27 of 403 | Ubuy.maubuy.ma | Other observed source | 5.43% | 12 | 221 | 10 |
| #28 of 403 | Condé Nast Travelercntraveler.com | Editorial publication | 4.98% | 11 | 221 | 10 |
| #29 of 403 | Marieclaire.commarieclaire.com | Other observed source | 4.98% | 11 | 221 | 10 |
| #30 of 403 | Bon Appétitbonappetit.com | Editorial publication | 4.52% | 10 | 221 | 10 |
| #31 of 403 | Cerave.comcerave.com | Other observed source | 4.52% | 10 | 221 | 10 |
| #32 of 403 | Dermapproved.comdermapproved.com | Other observed source | 4.52% | 10 | 221 | 10 |
| #33 of 403 | Foodnetwork.comfoodnetwork.com | Other observed source | 4.52% | 10 | 221 | 10 |
| #34 of 403 | Jasminvilhelmina.comjasminvilhelmina.com | Other observed source | 4.52% | 10 | 221 | 10 |
| #35 of 403 | Luggagecouncil.comluggagecouncil.com | Academic and government source | 4.52% | 10 | 221 | 10 |
| #36 of 403 | The Independentindependent.co.uk | Editorial publication | 4.07% | 9 | 221 | 10 |
| #37 of 403 | Miamibeautyarea.commiamibeautyarea.com | Other observed source | 4.07% | 9 | 221 | 10 |
| #38 of 403 | Monos.commonos.com | Other observed source | 4.07% | 9 | 221 | 10 |
| #39 of 403 | Packhacker.compackhacker.com | Other observed source | 4.07% | 9 | 221 | 10 |
| #40 of 403 | Preventionprevention.com | Editorial publication | 4.07% | 9 | 221 | 10 |
| #41 of 403 | Smytten.comsmytten.com | Other observed source | 4.07% | 9 | 221 | 10 |
| #42 of 403 | The Good Tradethegoodtrade.com | Editorial publication | 4.07% | 9 | 221 | 10 |
| #43 of 403 | Consumer Reportsconsumerreports.org | Editorial publication | 3.62% | 8 | 221 | 10 |
| #44 of 403 | Dermspecpa.comdermspecpa.com | Other observed source | 3.62% | 8 | 221 | 10 |
| #45 of 403 | Media Hackermediahacker.org | Other observed source | 3.62% | 8 | 221 | 10 |
| #46 of 403 | New York Magazinenymag.com | Editorial publication | 3.62% | 8 | 221 | 10 |
| #47 of 403 | Parade.comparade.com | Other observed source | 3.62% | 8 | 221 | 10 |
| #48 of 403 | Travelandleisure.comtravelandleisure.com | Other observed source | 3.62% | 8 | 221 | 10 |
| #49 of 403 | Womanandhome.comwomanandhome.com | Other observed source | 3.62% | 8 | 221 | 10 |
| #50 of 403 | WWDwwd.com | Editorial publication | 3.62% | 8 | 221 | 10 |
| #51 of 403 | Yahoo Newsyahoo.com | Editorial publication | 3.62% | 8 | 221 | 10 |
| #52 of 403 | Ceramideclub.comceramideclub.com | Other observed source | 3.17% | 7 | 221 | 10 |
| #53 of 403 | Cosmopolitancosmopolitan.com | Editorial publication | 3.17% | 7 | 221 | 10 |
| #54 of 403 | Deep Arrivaldeeparrival.com | Editorial publication | 3.17% | 7 | 221 | 10 |
| #55 of 403 | Fortunefortune.com | Editorial publication | 3.17% | 7 | 221 | 10 |
| #56 of 403 | Greenchef.comgreenchef.com | Other observed source | 3.17% | 7 | 221 | 10 |
| #57 of 403 | Instyle.cominstyle.com | Other observed source | 3.17% | 7 | 221 | 10 |
| #58 of 403 | Popsugar.compopsugar.com | Other observed source | 3.17% | 7 | 221 | 10 |
| #59 of 403 | The Meal Kit Reviewthemealkitreview.com | Other observed source | 3.17% | 7 | 221 | 10 |
| #60 of 403 | Wildtallow.comwildtallow.com | Other observed source | 3.17% | 7 | 221 | 10 |
| #61 of 403 | Adaytrip.comadaytrip.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #62 of 403 | Byrdie.combyrdie.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #63 of 403 | The Daily Vanguarddailyvanguard.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #64 of 403 | Earnifyhub.comearnifyhub.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #65 of 403 | Ebay.comebay.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #66 of 403 | Facebook.comfacebook.com | Community and social platform | 2.71% | 6 | 221 | 10 |
| #67 of 403 | Luggagepros.comluggagepros.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #68 of 403 | Man of Manymanofmany.com | Editorial publication | 2.71% | 6 | 221 | 10 |
| #69 of 403 | Nomatic.comnomatic.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #70 of 403 | PCMagpcmag.com | Editorial publication | 2.71% | 6 | 221 | 10 |
| #71 of 403 | Runtothefinish.comruntothefinish.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #72 of 403 | Skincarebyalana.comskincarebyalana.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #73 of 403 | Skinoptimizer.comskinoptimizer.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #74 of 403 | Sunbasket.comsunbasket.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #75 of 403 | T3t3.com | Editorial publication | 2.71% | 6 | 221 | 10 |
| #76 of 403 | Tarinmaletas.comtarinmaletas.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #77 of 403 | Wellandgood.comwellandgood.com | Other observed source | 2.71% | 6 | 221 | 10 |
| #78 of 403 | Bluemercury.combluemercury.com | Other observed source | 2.26% | 5 | 221 | 10 |
| #79 of 403 | Bonn.debonn.de | Other observed source | 2.26% | 5 | 221 | 10 |
| #80 of 403 | Cerave.cacerave.ca | Other observed source | 2.26% | 5 | 221 | 10 |
| #81 of 403 | Food And Wine Españolfoodandwine.com | Editorial publication | 2.26% | 5 | 221 | 10 |
| #82 of 403 | Gjirafamall.comgjirafamall.com | Other observed source | 2.26% | 5 | 221 | 10 |
| #83 of 403 | Nomadsnation.comnomadsnation.com | Other observed source | 2.26% | 5 | 221 | 10 |
| #84 of 403 | Riverchasedermatology.comriverchasedermatology.com | Other observed source | 2.26% | 5 | 221 | 10 |
| #85 of 403 | Shopee.phshopee.ph | Other observed source | 2.26% | 5 | 221 | 10 |
| #86 of 403 | Thequalityedit.comthequalityedit.com | Other observed source | 2.26% | 5 | 221 | 10 |
| #87 of 403 | Top3Reviewedtop3reviewed.com | Other observed source | 2.26% | 5 | 221 | 10 |
| #88 of 403 | Travelpro.comtravelpro.com | Other observed source | 2.26% | 5 | 221 | 10 |
| #89 of 403 | Wonderflaw.comwonderflaw.com | Other observed source | 2.26% | 5 | 221 | 10 |
| #90 of 403 | Aad.orgaad.org | Other observed source | 1.81% | 4 | 221 | 10 |
| #91 of 403 | AOL.comaol.com | Editorial publication | 1.81% | 4 | 221 | 10 |
| #92 of 403 | Awaytravel.comawaytravel.com | Other observed source | 1.81% | 4 | 221 | 10 |
| #93 of 403 | Bergmanluggage.combergmanluggage.com | Other observed source | 1.81% | 4 | 221 | 10 |
| #94 of 403 | Drsheths.comdrsheths.com | Other observed source | 1.81% | 4 | 221 | 10 |
| #95 of 403 | Ebay.caebay.ca | Other observed source | 1.81% | 4 | 221 | 10 |
| #96 of 403 | Lionpose.comlionpose.com | Other observed source | 1.81% | 4 | 221 | 10 |
| #97 of 403 | Needskincare.comneedskincare.com | Other observed source | 1.81% | 4 | 221 | 10 |
| #98 of 403 | News Channel 5 Nashville (WTVF)newschannel5.com | Editorial publication | 1.81% | 4 | 221 | 10 |
| #99 of 403 | People.compeople.com | Other observed source | 1.81% | 4 | 221 | 10 |
| #100 of 403 | Skinsort.comskinsort.com | Other observed source | 1.81% | 4 | 221 | 10 |
Showing the first 100 rows from 403 observed domains.
Release and boundary
How to cite this segment
Consumer Products / Best tools: 403 observed source domains in the leaderboard, measured on 221 observed runs across 10 distinct run dates, drawn from the 2026-05-10 to 2026-10-17 release window, mri_score_v2.1, mri_score_v2.1+2026-10-17+a2034c7ccdc9, https://machinerelations.ai/index/categories/consumer-products/best_x.
Release mri_score_v2.1+2026-10-17+a2034c7ccdc9; methodology mri_score_v2.1; generated 2026-10-17; window 2026-05-10 to 2026-10-17; artifact a2034c7ccdc9.
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.