Evidence floor met in this release.
Emergent ProsumerStatePublished Observed runs100 Run dates7 Observed domains219
Published segment leaderboard
Emergent Prosumer: Best tools in the Machine Relations Index
This leaderboard uses only the Emergent Prosumer / Best tools segment denominator: 100 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 219 | Redditreddit.com | Community and social platform | 21.00% | 21 | 100 | 7 | Unavailable |
| #2 of 219 | TechRadartechradar.com | Editorial publication | 21.00% | 21 | 100 | 7 | Unavailable |
| #3 of 219 | T3.comt3.com | Other observed source | 13.00% | 13 | 100 | 7 | Unavailable |
| #4 of 219 | Outdoorgearlab.comoutdoorgearlab.com | Other observed source | 12.00% | 12 | 100 | 7 | Unavailable |
| #5 of 219 | Substack.comsubstack.com | Community and social platform | 12.00% | 12 | 100 | 7 | Unavailable |
| #6 of 219 | Thepowerpick.comthepowerpick.com | Other observed source | 12.00% | 12 | 100 | 7 | Unavailable |
| #7 of 219 | Gagadget.comgagadget.com | Other observed source | 11.00% | 11 | 100 | 7 | Unavailable |
| #8 of 219 | Alibaba.comalibaba.com | Other observed source | 10.00% | 10 | 100 | 7 | Unavailable |
| #9 of 219 | Ankersolix.comankersolix.com | Other observed source | 9.00% | 9 | 100 | 7 | Unavailable |
| #10 of 219 | Engadget.comengadget.com | Other observed source | 9.00% | 9 | 100 | 7 | Unavailable |
| #11 of 219 | Gearjunkie.comgearjunkie.com | Other observed source | 9.00% | 9 | 100 | 7 | Unavailable |
| #12 of 219 | Ewritable.netewritable.net | Other observed source | 8.00% | 8 | 100 | 7 | Unavailable |
| #13 of 219 | Powerstationadvisor.compowerstationadvisor.com | Other observed source | 8.00% | 8 | 100 | 7 | Unavailable |
| #14 of 219 | Thevansmith.comthevansmith.com | Other observed source | 8.00% | 8 | 100 | 7 | Unavailable |
| #15 of 219 | Dji.comdji.com | Other observed source | 7.00% | 7 | 100 | 7 | Unavailable |
| #16 of 219 | Ecoflow.comecoflow.com | Other observed source | 7.00% | 7 | 100 | 7 | Unavailable |
| #17 of 219 | Iflytek.comiflytek.com | Other observed source | 7.00% | 7 | 100 | 7 | Unavailable |
| #18 of 219 | Nytimes.comnytimes.com | Editorial publication | 7.00% | 7 | 100 | 7 | Unavailable |
| #19 of 219 | Powerstation.propowerstation.pro | Other observed source | 7.00% | 7 | 100 | 7 | Unavailable |
| #20 of 219 | Thepowerstationguide.comthepowerstationguide.com | Other observed source | 7.00% | 7 | 100 | 7 | Unavailable |
| #21 of 219 | Thesolarlab.comthesolarlab.com | Other observed source | 7.00% | 7 | 100 | 7 | Unavailable |
| #22 of 219 | Acfc.orgacfc.org | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #23 of 219 | Borednbookless.comborednbookless.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #24 of 219 | Carolynsrvlife.comcarolynsrvlife.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #25 of 219 | CNET (Profile Post Only)cnet.com | Editorial publication | 6.00% | 6 | 100 | 7 | Unavailable |
| #26 of 219 | Enphase.comenphase.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #27 of 219 | Fullasmachine.comfullasmachine.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #28 of 219 | Popularmechanics.compopularmechanics.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #29 of 219 | Portablepowerlab.comportablepowerlab.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #30 of 219 | Practicalmotorhome.compracticalmotorhome.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #31 of 219 | Vtoman.comvtoman.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #32 of 219 | Mby.commby.com | Other observed source | 5.00% | 5 | 100 | 7 | Unavailable |
| #33 of 219 | Myhomelobby.commyhomelobby.com | Other observed source | 5.00% | 5 | 100 | 7 | Unavailable |
| #34 of 219 | Roipad.comroipad.com | Other observed source | 5.00% | 5 | 100 | 7 | Unavailable |
| #35 of 219 | Thesplitseconds.comthesplitseconds.com | Other observed source | 5.00% | 5 | 100 | 7 | Unavailable |
| #36 of 219 | Wemustbegeeks.comwemustbegeeks.com | Other observed source | 5.00% | 5 | 100 | 7 | Unavailable |
| #37 of 219 | Androidauthority.comandroidauthority.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #38 of 219 | Forbesforbes.com | Editorial publication | 4.00% | 4 | 100 | 7 | Unavailable |
| #39 of 219 | Goalzero.comgoalzero.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #40 of 219 | Idealo.fridealo.fr | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #41 of 219 | Independent.co.ukindependent.co.uk | Editorial publication | 4.00% | 4 | 100 | 7 | Unavailable |
| #42 of 219 | Lawrencebros.comlawrencebros.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #43 of 219 | Made-in-china.commade-in-china.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #44 of 219 | Marinepowerlab.commarinepowerlab.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #45 of 219 | Obi.chobi.ch | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #46 of 219 | Oupes.comoupes.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #47 of 219 | Outputreport.comoutputreport.com | Editorial publication | 4.00% | 4 | 100 | 7 | Unavailable |
| #48 of 219 | Sota.storesota.store | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #49 of 219 | Startupsofa.comstartupsofa.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #50 of 219 | Stw-balkon.destw-balkon.de | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #51 of 219 | Summitandtrail.comsummitandtrail.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #52 of 219 | Techwriteredc.comtechwriteredc.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #53 of 219 | Thebrucehighqualityfoundation.comthebrucehighqualityfoundation.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #54 of 219 | Udpwr.comudpwr.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #55 of 219 | Xp-pen.comxp-pen.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #56 of 219 | Amazon.comamazon.com | Editorial publication | 3.00% | 3 | 100 | 7 | Unavailable |
| #57 of 219 | Bauhaus.atbauhaus.at | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #58 of 219 | Best-batteries.combest-batteries.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #59 of 219 | Bigbattery.combigbattery.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #60 of 219 | Bloopower.combloopower.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #61 of 219 | Bluettipower.combluettipower.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #62 of 219 | Comstock-interactivedata.comcomstock-interactivedata.com | Market and company database | 3.00% | 3 | 100 | 7 | Unavailable |
| #63 of 219 | Energiasolarpro.comenergiasolarpro.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #64 of 219 | Gregtoope.comgregtoope.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #65 of 219 | IGN (Nordic)ign.com | Editorial publication | 3.00% | 3 | 100 | 7 | Unavailable |
| #66 of 219 | Ipon.huipon.hu | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #67 of 219 | Offgridforlife.comoffgridforlife.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #68 of 219 | Outdoortechlab.comoutdoortechlab.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #69 of 219 | Outsideonline.comoutsideonline.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #70 of 219 | Pecron.compecron.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #71 of 219 | Pilotbattery.com.twpilotbattery.com.tw | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #72 of 219 | Popsci.compopsci.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #73 of 219 | Portable-power-guide.comportable-power-guide.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #74 of 219 | Requiemforadream.comrequiemforadream.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #75 of 219 | Sankopower.comsankopower.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #76 of 219 | Solarthonpower.comsolarthonpower.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #77 of 219 | Stargomoto.comstargomoto.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #78 of 219 | Sugpower.comsugpower.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #79 of 219 | Symbobattery.comsymbobattery.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #80 of 219 | Sztaipu.comsztaipu.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #81 of 219 | Thewearify.comthewearify.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #82 of 219 | Toksickmagazine.comtoksickmagazine.com | Editorial publication | 3.00% | 3 | 100 | 7 | Unavailable |
| #83 of 219 | Viwoods.comviwoods.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #84 of 219 | Wellwhisk.comwellwhisk.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #85 of 219 | WIREDwired.com | Editorial publication | 3.00% | 3 | 100 | 7 | Unavailable |
| #86 of 219 | Yahoo.co.jpyahoo.co.jp | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #87 of 219 | YouTubeyoutube.com | Search or media platform | 3.00% | 3 | 100 | 7 | Unavailable |
| #88 of 219 | Adventurouswayoflife.comadventurouswayoflife.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #89 of 219 | Backuppowerhub.combackuppowerhub.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #90 of 219 | Bestportablegear.combestportablegear.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #91 of 219 | Bol.combol.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #92 of 219 | Consumerreports.orgconsumerreports.org | Editorial publication | 2.00% | 2 | 100 | 7 | Unavailable |
| #93 of 219 | Crkennedy.com.aucrkennedy.com.au | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #94 of 219 | Dakotalithium.comdakotalithium.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #95 of 219 | Digitalcameraworld.comdigitalcameraworld.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #96 of 219 | Discovercameras.comdiscovercameras.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #97 of 219 | Ebay.comebay.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #98 of 219 | Evhomeenergyguide.comevhomeenergyguide.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #99 of 219 | Foxtrot.com.uafoxtrot.com.ua | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #100 of 219 | Goodereader.comgoodereader.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
Showing the first 100 rows from 219 observed domains.
Release and boundary
How to cite this segment
Emergent Prosumer / Best tools: 219 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/emergent-prosumer/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.