Evidence floor met in this release.
Emergent ProsumerStatePublished Observed runs95 Run dates7 Observed domains118
Published segment leaderboard
Emergent Prosumer: Comparisons in the Machine Relations Index
This leaderboard uses only the Emergent Prosumer / Comparisons segment denominator: 95 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 118 | YouTubeyoutube.com | Search or media platform | 37.89% | 36 | 95 | 7 | Unavailable |
| #2 of 118 | As2.aeas2.ae | Other observed source | 23.16% | 22 | 95 | 7 | Unavailable |
| #3 of 118 | Redditreddit.com | Community and social platform | 20.00% | 19 | 95 | 7 | Unavailable |
| #4 of 118 | Zhiyun-tech.comzhiyun-tech.com | Other observed source | 16.84% | 16 | 95 | 7 | Unavailable |
| #5 of 118 | Ecoflow.comecoflow.com | Other observed source | 15.79% | 15 | 95 | 7 | Unavailable |
| #6 of 118 | Powerstationpicker.compowerstationpicker.com | Other observed source | 15.79% | 15 | 95 | 7 | Unavailable |
| #7 of 118 | Diysolarforum.comdiysolarforum.com | Other observed source | 14.74% | 14 | 95 | 7 | Unavailable |
| #8 of 118 | Uniquephoto.comuniquephoto.com | Other observed source | 14.74% | 14 | 95 | 7 | Unavailable |
| #9 of 118 | Mediummedium.com | Editorial publication | 11.58% | 11 | 95 | 7 | Unavailable |
| #10 of 118 | Yabopower.comyabopower.com | Other observed source | 11.58% | 11 | 95 | 7 | Unavailable |
| #11 of 118 | Litime.comlitime.com | Other observed source | 10.53% | 10 | 95 | 7 | Unavailable |
| #12 of 118 | Ankersolix.comankersolix.com | Other observed source | 9.47% | 9 | 95 | 7 | Unavailable |
| #13 of 118 | Bytebitmag.combytebitmag.com | Other observed source | 9.47% | 9 | 95 | 7 | Unavailable |
| #14 of 118 | Powerstationbasics.compowerstationbasics.com | Other observed source | 9.47% | 9 | 95 | 7 | Unavailable |
| #15 of 118 | Gearfocus.comgearfocus.com | Other observed source | 8.42% | 8 | 95 | 7 | Unavailable |
| #16 of 118 | Pulserevops.compulserevops.com | Other observed source | 8.42% | 8 | 95 | 7 | Unavailable |
| #17 of 118 | PC Mag (Profile Post Only)pcmag.com | Editorial publication | 7.37% | 7 | 95 | 7 | Unavailable |
| #18 of 118 | Bhphotovideo.combhphotovideo.com | Other observed source | 6.32% | 6 | 95 | 7 | Unavailable |
| #19 of 118 | Captureguide.comcaptureguide.com | Other observed source | 6.32% | 6 | 95 | 7 | Unavailable |
| #20 of 118 | Filmgearreview.comfilmgearreview.com | Editorial publication | 6.32% | 6 | 95 | 7 | Unavailable |
| #21 of 118 | Instagram.cominstagram.com | Other observed source | 6.32% | 6 | 95 | 7 | Unavailable |
| #22 of 118 | Mariosomedia.commariosomedia.com | Editorial publication | 6.32% | 6 | 95 | 7 | Unavailable |
| #23 of 118 | Markus-hagner-photography.commarkus-hagner-photography.com | Other observed source | 6.32% | 6 | 95 | 7 | Unavailable |
| #24 of 118 | Naturesgenerator.comnaturesgenerator.com | Other observed source | 6.32% | 6 | 95 | 7 | Unavailable |
| #25 of 118 | Cargotrailercampers.comcargotrailercampers.com | Other observed source | 5.26% | 5 | 95 | 7 | Unavailable |
| #26 of 118 | Facebook.comfacebook.com | Community and social platform | 5.26% | 5 | 95 | 7 | Unavailable |
| #27 of 118 | Geartor.comgeartor.com | Other observed source | 5.26% | 5 | 95 | 7 | Unavailable |
| #28 of 118 | Powerstationpick.compowerstationpick.com | Other observed source | 5.26% | 5 | 95 | 7 | Unavailable |
| #29 of 118 | Unsealed4x4.com.auunsealed4x4.com.au | Other observed source | 5.26% | 5 | 95 | 7 | Unavailable |
| #30 of 118 | Videomaker.comvideomaker.com | Other observed source | 5.26% | 5 | 95 | 7 | Unavailable |
| #31 of 118 | Bluettipower.combluettipower.com | Other observed source | 4.21% | 4 | 95 | 7 | Unavailable |
| #32 of 118 | Digitalcamerahq.comdigitalcamerahq.com | Other observed source | 4.21% | 4 | 95 | 7 | Unavailable |
| #33 of 118 | Vanpowercalc.comvanpowercalc.com | Other observed source | 4.21% | 4 | 95 | 7 | Unavailable |
| #34 of 118 | Voltplan.appvoltplan.app | Other observed source | 4.21% | 4 | 95 | 7 | Unavailable |
| #35 of 118 | Cameraboom.comcameraboom.com | Other observed source | 3.16% | 3 | 95 | 7 | Unavailable |
| #36 of 118 | Caravanersforum.comcaravanersforum.com | Other observed source | 3.16% | 3 | 95 | 7 | Unavailable |
| #37 of 118 | Dronegearhq.comdronegearhq.com | Other observed source | 3.16% | 3 | 95 | 7 | Unavailable |
| #38 of 118 | Farcornel.comfarcornel.com | Other observed source | 3.16% | 3 | 95 | 7 | Unavailable |
| #39 of 118 | Gimbalgids.nlgimbalgids.nl | Other observed source | 3.16% | 3 | 95 | 7 | Unavailable |
| #40 of 118 | Portablepowerhq.comportablepowerhq.com | Other observed source | 3.16% | 3 | 95 | 7 | Unavailable |
| #41 of 118 | Tomsguide.comtomsguide.com | Other observed source | 3.16% | 3 | 95 | 7 | Unavailable |
| #42 of 118 | Anernstore.comanernstore.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #43 of 118 | Blackseries.netblackseries.net | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #44 of 118 | Ffdpower.comffdpower.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #45 of 118 | Forestriverforums.comforestriverforums.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #46 of 118 | Fstoppers.comfstoppers.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #47 of 118 | Jackery.comjackery.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #48 of 118 | Journeymanhq.comjourneymanhq.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #49 of 118 | Lifepo4batteryshop.comlifepo4batteryshop.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #50 of 118 | Lithiumhub.comlithiumhub.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #51 of 118 | Matanich.commatanich.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #52 of 118 | Nofilmschool.comnofilmschool.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #53 of 118 | Novuspowerequipment.comnovuspowerequipment.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #54 of 118 | Outdoorgearlab.comoutdoorgearlab.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #55 of 118 | Portableenergylab.comportableenergylab.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #56 of 118 | Powerepublic.compowerepublic.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #57 of 118 | Powerready.copowerready.co | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #58 of 118 | Rnuckolls.comrnuckolls.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #59 of 118 | Roamwired.comroamwired.com | Editorial publication | 2.11% | 2 | 95 | 7 | Unavailable |
| #60 of 118 | Scaleandstem.comscaleandstem.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #61 of 118 | Slashgear.comslashgear.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #62 of 118 | Songchannelvn.comsongchannelvn.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #63 of 118 | T3.comt3.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #64 of 118 | Techfinepv.comtechfinepv.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #65 of 118 | Theslantedlens.comtheslantedlens.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #66 of 118 | Truegear.com.autruegear.com.au | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #67 of 118 | Udpwr.comudpwr.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #68 of 118 | Voltalinkbattery.comvoltalinkbattery.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #69 of 118 | Whoismatt.comwhoismatt.com | Other observed source | 2.11% | 2 | 95 | 7 | Unavailable |
| #70 of 118 | Wolfen-media.comwolfen-media.com | Editorial publication | 2.11% | 2 | 95 | 7 | Unavailable |
| #71 of 118 | Ampbird.comampbird.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #72 of 118 | Backuppowerhub.combackuppowerhub.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #73 of 118 | Batteryessence.combatteryessence.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #74 of 118 | Bluettipower.com.aubluettipower.com.au | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #75 of 118 | Boltpowergroup.comboltpowergroup.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #76 of 118 | Cgmagonline.comcgmagonline.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #77 of 118 | Cleversolarpower.comcleversolarpower.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #78 of 118 | Consumerreports.orgconsumerreports.org | Editorial publication | 1.05% | 1 | 95 | 7 | Unavailable |
| #79 of 118 | E-catalog.come-catalog.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #80 of 118 | Easy2digital.comeasy2digital.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #81 of 118 | Evlithium.comevlithium.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #82 of 118 | Expertphotography.comexpertphotography.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #83 of 118 | Exponation.netexponation.net | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #84 of 118 | Film-tv-video.defilm-tv-video.de | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #85 of 118 | Findingdulcinea.comfindingdulcinea.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #86 of 118 | Fordtransitusaforum.comfordtransitusaforum.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #87 of 118 | Fourwheelcampers.comfourwheelcampers.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #88 of 118 | Gearbooker.comgearbooker.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #89 of 118 | Gearjunkie.comgearjunkie.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #90 of 118 | Gizmochina.comgizmochina.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #91 of 118 | Highlifepo4.comhighlifepo4.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #92 of 118 | Hohem-news.comhohem-news.com | Editorial publication | 1.05% | 1 | 95 | 7 | Unavailable |
| #93 of 118 | Hometosight.comhometosight.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #94 of 118 | Hzkuvo.comhzkuvo.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #95 of 118 | LinkedInlinkedin.com | Community and social platform | 1.05% | 1 | 95 | 7 | Unavailable |
| #96 of 118 | Lipowergroup.comlipowergroup.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #97 of 118 | Make Use Ofmakeuseof.com | Editorial publication | 1.05% | 1 | 95 | 7 | Unavailable |
| #98 of 118 | Muhrmedia.netmuhrmedia.net | Editorial publication | 1.05% | 1 | 95 | 7 | Unavailable |
| #99 of 118 | Offgridbenchmark.comoffgridbenchmark.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
| #100 of 118 | Photographylife.comphotographylife.com | Other observed source | 1.05% | 1 | 95 | 7 | Unavailable |
Showing the first 100 rows from 118 observed domains.
Release and boundary
How to cite this segment
Emergent Prosumer / Comparisons: 118 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/x_vs_y.
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.