Evidence floor met in this release.
Published segment leaderboard
Consumer Products: Best tools in the Machine Relations Index
This leaderboard uses only the Consumer Products / Best tools segment denominator: 131 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 318 | Forbesforbes.com | Editorial publication | 29.77% | 39 | 131 | 7 | Unavailable |
| #2 of 318 | YouTubeyoutube.com | Search or media platform | 26.72% | 35 | 131 | 7 | Unavailable |
| #3 of 318 | Redditreddit.com | Community and social platform | 25.19% | 33 | 131 | 7 | Unavailable |
| #4 of 318 | Whowhatwear.comwhowhatwear.com | Other observed source | 19.85% | 26 | 131 | 7 | Unavailable |
| #5 of 318 | Allureallure.com | Editorial publication | 16.79% | 22 | 131 | 7 | Unavailable |
| #6 of 318 | Outdoorgearlab.comoutdoorgearlab.com | Other observed source | 13.74% | 18 | 131 | 7 | Unavailable |
| #7 of 318 | Healthline.comhealthline.com | Other observed source | 12.21% | 16 | 131 | 7 | Unavailable |
| #8 of 318 | Mealfan.commealfan.com | Other observed source | 12.21% | 16 | 131 | 7 | Unavailable |
| #9 of 318 | Ulta.comulta.com | Other observed source | 12.21% | 16 | 131 | 7 | Unavailable |
| #10 of 318 | Business Insiderbusinessinsider.com | Editorial publication | 11.45% | 15 | 131 | 7 | Unavailable |
| #11 of 318 | Thekitchn.comthekitchn.com | Other observed source | 11.45% | 15 | 131 | 7 | Unavailable |
| #12 of 318 | CNET (Profile Post Only)cnet.com | Editorial publication | 10.69% | 14 | 131 | 7 | Unavailable |
| #13 of 318 | Goodhousekeeping.comgoodhousekeeping.com | Other observed source | 9.92% | 13 | 131 | 7 | Unavailable |
| #14 of 318 | Lowens.calowens.ca | Other observed source | 9.16% | 12 | 131 | 7 | Unavailable |
| #15 of 318 | Ubuy.maubuy.ma | Other observed source | 9.16% | 12 | 131 | 7 | Unavailable |
| #16 of 318 | WIREDwired.com | Editorial publication | 9.16% | 12 | 131 | 7 | Unavailable |
| #17 of 318 | Deliveryrank.comdeliveryrank.com | Other observed source | 8.40% | 11 | 131 | 7 | Unavailable |
| #18 of 318 | Everydayhealth.comeverydayhealth.com | Other observed source | 8.40% | 11 | 131 | 7 | Unavailable |
| #19 of 318 | Jasminvilhelmina.comjasminvilhelmina.com | Other observed source | 7.63% | 10 | 131 | 7 | Unavailable |
| #20 of 318 | Nytimes.comnytimes.com | Editorial publication | 7.63% | 10 | 131 | 7 | Unavailable |
| #21 of 318 | Travelforbusiness.orgtravelforbusiness.org | Other observed source | 6.87% | 9 | 131 | 7 | Unavailable |
| #22 of 318 | Cerave.comcerave.com | Other observed source | 6.11% | 8 | 131 | 7 | Unavailable |
| #23 of 318 | Dermapproved.comdermapproved.com | Other observed source | 6.11% | 8 | 131 | 7 | Unavailable |
| #24 of 318 | Dermspecpa.comdermspecpa.com | Other observed source | 6.11% | 8 | 131 | 7 | Unavailable |
| #25 of 318 | Luggagecouncil.comluggagecouncil.com | Other observed source | 6.11% | 8 | 131 | 7 | Unavailable |
| #26 of 318 | Miamibeautyarea.commiamibeautyarea.com | Other observed source | 6.11% | 8 | 131 | 7 | Unavailable |
| #27 of 318 | Monos.commonos.com | Other observed source | 6.11% | 8 | 131 | 7 | Unavailable |
| #28 of 318 | Vogue.comvogue.com | Other observed source | 6.11% | 8 | 131 | 7 | Unavailable |
| #29 of 318 | WWDwwd.com | Editorial publication | 6.11% | 8 | 131 | 7 | Unavailable |
| #30 of 318 | Condé Nast Travelercntraveler.com | Editorial publication | 5.34% | 7 | 131 | 7 | Unavailable |
| #31 of 318 | Deeparrival.comdeeparrival.com | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #32 of 318 | Nbcnews.comnbcnews.com | Editorial publication | 5.34% | 7 | 131 | 7 | Unavailable |
| #33 of 318 | Nymag.comnymag.com | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #34 of 318 | Smytten.comsmytten.com | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #35 of 318 | Target.comtarget.com | Other observed source | 5.34% | 7 | 131 | 7 | Unavailable |
| #36 of 318 | Dailyvanguard.comdailyvanguard.com | Editorial publication | 4.58% | 6 | 131 | 7 | Unavailable |
| #37 of 318 | Facebook.comfacebook.com | Community and social platform | 4.58% | 6 | 131 | 7 | Unavailable |
| #38 of 318 | Greenchef.comgreenchef.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #39 of 318 | Luggagepros.comluggagepros.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #40 of 318 | Marieclaire.commarieclaire.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #41 of 318 | Nomatic.comnomatic.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #42 of 318 | NY Postnypost.com | Editorial publication | 4.58% | 6 | 131 | 7 | Unavailable |
| #43 of 318 | Prevention.comprevention.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #44 of 318 | Reviewed.comreviewed.com | Editorial publication | 4.58% | 6 | 131 | 7 | Unavailable |
| #45 of 318 | Skincarebyalana.comskincarebyalana.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #46 of 318 | Skinoptimizer.comskinoptimizer.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #47 of 318 | Tarinmaletas.comtarinmaletas.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #48 of 318 | Thegoodtrade.comthegoodtrade.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #49 of 318 | Themealkitreview.comthemealkitreview.com | Editorial publication | 4.58% | 6 | 131 | 7 | Unavailable |
| #50 of 318 | Wildtallow.comwildtallow.com | Other observed source | 4.58% | 6 | 131 | 7 | Unavailable |
| #51 of 318 | Bluemercury.combluemercury.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #52 of 318 | Bonn.debonn.de | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #53 of 318 | Cerave.cacerave.ca | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #54 of 318 | Foodnetwork.comfoodnetwork.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #55 of 318 | Gjirafamall.comgjirafamall.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #56 of 318 | Independent.co.ukindependent.co.uk | Editorial publication | 3.82% | 5 | 131 | 7 | Unavailable |
| #57 of 318 | Packhacker.compackhacker.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #58 of 318 | Riverchasedermatology.comriverchasedermatology.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #59 of 318 | Wellandgood.comwellandgood.com | Other observed source | 3.82% | 5 | 131 | 7 | Unavailable |
| #60 of 318 | Amazon.comamazon.com | Editorial publication | 3.05% | 4 | 131 | 7 | Unavailable |
| #61 of 318 | Awaytravel.comawaytravel.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #62 of 318 | Bon Appétitbonappetit.com | Editorial publication | 3.05% | 4 | 131 | 7 | Unavailable |
| #63 of 318 | Byrdie.combyrdie.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #64 of 318 | Cnn.comcnn.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #65 of 318 | Consumerreports.orgconsumerreports.org | Editorial publication | 3.05% | 4 | 131 | 7 | Unavailable |
| #66 of 318 | Earnifyhub.comearnifyhub.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #67 of 318 | Manofmany.commanofmany.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #68 of 318 | Newschannel5.comnewschannel5.com | Editorial publication | 3.05% | 4 | 131 | 7 | Unavailable |
| #69 of 318 | Popsugar.compopsugar.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #70 of 318 | Skinsort.comskinsort.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #71 of 318 | Solotravellerapp.comsolotravellerapp.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #72 of 318 | Specialtyfood.comspecialtyfood.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #73 of 318 | Sunbasket.comsunbasket.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #74 of 318 | T3.comt3.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #75 of 318 | Thedeconstruct.inthedeconstruct.in | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #76 of 318 | Thedewreport.comthedewreport.com | Editorial publication | 3.05% | 4 | 131 | 7 | Unavailable |
| #77 of 318 | Theguardian.comtheguardian.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #78 of 318 | Tiendamia.comtiendamia.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #79 of 318 | Travhacker.comtravhacker.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #80 of 318 | Ubuy.co.inubuy.co.in | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #81 of 318 | Womanandhome.comwomanandhome.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #82 of 318 | Wonderflaw.comwonderflaw.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #83 of 318 | Wpa-pool.comwpa-pool.com | Other observed source | 3.05% | 4 | 131 | 7 | Unavailable |
| #84 of 318 | Aad.orgaad.org | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #85 of 318 | Aol.comaol.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #86 of 318 | Aperlust.comaperlust.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #87 of 318 | Briggs-riley.combriggs-riley.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #88 of 318 | Dermwarehouse.comdermwarehouse.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #89 of 318 | Glossstreet.comglossstreet.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #90 of 318 | Healthyskinroutines.comhealthyskinroutines.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #91 of 318 | Homechef.comhomechef.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #92 of 318 | Lemon8-app.comlemon8-app.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #93 of 318 | Level8cases.comlevel8cases.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #94 of 318 | Lionpose.comlionpose.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #95 of 318 | Neatskincare.comneatskincare.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #96 of 318 | Netmeds.comnetmeds.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #97 of 318 | Nortonmediaenterprise.comnortonmediaenterprise.com | Editorial publication | 2.29% | 3 | 131 | 7 | Unavailable |
| #98 of 318 | Parade.comparade.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #99 of 318 | Pastreez.compastreez.com | Other observed source | 2.29% | 3 | 131 | 7 | Unavailable |
| #100 of 318 | PC Mag (Profile Post Only)pcmag.com | Editorial publication | 2.29% | 3 | 131 | 7 | Unavailable |
Showing the first 100 rows from 318 observed domains.
Release and boundary
How to cite this segment
Consumer Products / Best tools: 318 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/best_x.
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.