Evidence floor met in this release.
Emergent ProsumerStatePublished Observed runs171 Run dates10 Observed domains215
Published segment leaderboard
Emergent Prosumer: Comparisons in the Machine Relations Index
This leaderboard uses only the Emergent Prosumer / Comparisons segment denominator: 171 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 215 | YouTubeyoutube.com | Search or media platform | 31.58% | 54 | 171 | 10 |
| #2 of 215 | As2.aeas2.ae | Other observed source | 16.37% | 28 | 171 | 10 |
| #3 of 215 | Ecoflow.comecoflow.com | Other observed source | 14.62% | 25 | 171 | 10 |
| #4 of 215 | Uniquephoto.comuniquephoto.com | Other observed source | 14.62% | 25 | 171 | 10 |
| #5 of 215 | Zhiyun-tech.comzhiyun-tech.com | Other observed source | 14.04% | 24 | 171 | 10 |
| #6 of 215 | Powerstationpicker.compowerstationpicker.com | Other observed source | 12.87% | 22 | 171 | 10 |
| #7 of 215 | Redditreddit.com | Community and social platform | 12.87% | 22 | 171 | 10 |
| #8 of 215 | Bytebitmag.combytebitmag.com | Other observed source | 11.11% | 19 | 171 | 10 |
| #9 of 215 | Litime.comlitime.com | Other observed source | 11.11% | 19 | 171 | 10 |
| #10 of 215 | Ankersolix.comankersolix.com | Other observed source | 10.53% | 18 | 171 | 10 |
| #11 of 215 | Diysolarforum.comdiysolarforum.com | Community and social platform | 9.94% | 17 | 171 | 10 |
| #12 of 215 | Powerstationbasics.compowerstationbasics.com | Other observed source | 9.36% | 16 | 171 | 10 |
| #13 of 215 | Yabopower.comyabopower.com | Other observed source | 9.36% | 16 | 171 | 10 |
| #14 of 215 | Progressiveradionetwork.comprogressiveradionetwork.com | Other observed source | 8.19% | 14 | 171 | 10 |
| #15 of 215 | Brainstamped.combrainstamped.com | Other observed source | 7.60% | 13 | 171 | 10 |
| #16 of 215 | Mario Somariosomedia.com | Other observed source | 7.60% | 13 | 171 | 10 |
| #17 of 215 | Mediummedium.com | Community and social platform | 7.02% | 12 | 171 | 10 |
| #18 of 215 | Digital Camera Worlddigitalcameraworld.com | Editorial publication | 6.43% | 11 | 171 | 10 |
| #19 of 215 | PCMagpcmag.com | Editorial publication | 6.43% | 11 | 171 | 10 |
| #20 of 215 | Gearfocus.comgearfocus.com | Other observed source | 5.85% | 10 | 171 | 10 |
| #21 of 215 | Tom's Guidetomsguide.com | Editorial publication | 5.85% | 10 | 171 | 10 |
| #22 of 215 | Captureguide.comcaptureguide.com | Other observed source | 5.26% | 9 | 171 | 10 |
| #23 of 215 | Voltplan.appvoltplan.app | Other observed source | 5.26% | 9 | 171 | 10 |
| #24 of 215 | Worldisround.comworldisround.com | Other observed source | 5.26% | 9 | 171 | 10 |
| #25 of 215 | Bhphotovideo.combhphotovideo.com | Other observed source | 4.68% | 8 | 171 | 10 |
| #26 of 215 | Naturesgenerator.comnaturesgenerator.com | Other observed source | 4.68% | 8 | 171 | 10 |
| #27 of 215 | Pulserevops.compulserevops.com | Other observed source | 4.68% | 8 | 171 | 10 |
| #28 of 215 | T3t3.com | Editorial publication | 4.68% | 8 | 171 | 10 |
| #29 of 215 | Unsealed4x4.com.auunsealed4x4.com.au | Other observed source | 4.68% | 8 | 171 | 10 |
| #30 of 215 | Bluettipower.combluettipower.com | Other observed source | 4.09% | 7 | 171 | 10 |
| #31 of 215 | Cargotrailercampers.comcargotrailercampers.com | Other observed source | 4.09% | 7 | 171 | 10 |
| #32 of 215 | Farcornel.comfarcornel.com | Other observed source | 4.09% | 7 | 171 | 10 |
| #33 of 215 | Focalandframe.comfocalandframe.com | Other observed source | 4.09% | 7 | 171 | 10 |
| #34 of 215 | Markus-hagner-photography.commarkus-hagner-photography.com | Other observed source | 4.09% | 7 | 171 | 10 |
| #35 of 215 | Powerstationpick.compowerstationpick.com | Other observed source | 4.09% | 7 | 171 | 10 |
| #36 of 215 | Roam Wiredroamwired.com | Other observed source | 4.09% | 7 | 171 | 10 |
| #37 of 215 | FILM GEAR REVIEWfilmgearreview.com | Other observed source | 3.51% | 6 | 171 | 10 |
| #38 of 215 | Geartor.comgeartor.com | Other observed source | 3.51% | 6 | 171 | 10 |
| #39 of 215 | Instagram.cominstagram.com | Other observed source | 3.51% | 6 | 171 | 10 |
| #40 of 215 | Nofilmschool.comnofilmschool.com | Other observed source | 3.51% | 6 | 171 | 10 |
| #41 of 215 | Pecangrovecc.compecangrovecc.com | Other observed source | 3.51% | 6 | 171 | 10 |
| #42 of 215 | Alibaba.comalibaba.com | Other observed source | 2.92% | 5 | 171 | 10 |
| #43 of 215 | Expertphotography.comexpertphotography.com | Other observed source | 2.92% | 5 | 171 | 10 |
| #44 of 215 | Facebook.comfacebook.com | Community and social platform | 2.92% | 5 | 171 | 10 |
| #45 of 215 | Sarahleeandjohnny.comsarahleeandjohnny.com | Other observed source | 2.92% | 5 | 171 | 10 |
| #46 of 215 | Videomaker.comvideomaker.com | Other observed source | 2.92% | 5 | 171 | 10 |
| #47 of 215 | Blackseries.netblackseries.net | Other observed source | 2.34% | 4 | 171 | 10 |
| #48 of 215 | Digitalcamerahq.comdigitalcamerahq.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #49 of 215 | Dronegearhq.comdronegearhq.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #50 of 215 | Ffdpower.comffdpower.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #51 of 215 | Ffotografoshop.netffotografoshop.net | Other observed source | 2.34% | 4 | 171 | 10 |
| #52 of 215 | Findingdulcinea.comfindingdulcinea.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #53 of 215 | Forestriverforums.comforestriverforums.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #54 of 215 | Frameandfocal.comframeandfocal.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #55 of 215 | Fstoppers.comfstoppers.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #56 of 215 | Offgridforlife.comoffgridforlife.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #57 of 215 | Ofzenandcomputing.comofzenandcomputing.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #58 of 215 | Portablepowerhq.comportablepowerhq.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #59 of 215 | Powerepublic.compowerepublic.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #60 of 215 | Powerready.copowerready.co | Other observed source | 2.34% | 4 | 171 | 10 |
| #61 of 215 | Vanpowercalc.comvanpowercalc.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #62 of 215 | Voltalinkbattery.comvoltalinkbattery.com | Other observed source | 2.34% | 4 | 171 | 10 |
| #63 of 215 | Adorama.comadorama.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #64 of 215 | Aerovisiondrones.comaerovisiondrones.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #65 of 215 | Anernstore.comanernstore.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #66 of 215 | Astrobackyard.comastrobackyard.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #67 of 215 | Batterystoragehq.combatterystoragehq.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #68 of 215 | Bcf.com.aubcf.com.au | Other observed source | 1.75% | 3 | 171 | 10 |
| #69 of 215 | Betterbike.orgbetterbike.org | Other observed source | 1.75% | 3 | 171 | 10 |
| #70 of 215 | Boltpowergroup.comboltpowergroup.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #71 of 215 | Cameraboom.comcameraboom.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #72 of 215 | Caravanersforum.comcaravanersforum.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #73 of 215 | Dji.comdji.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #74 of 215 | Gimbalgids.nlgimbalgids.nl | Other observed source | 1.75% | 3 | 171 | 10 |
| #75 of 215 | Matanich.commatanich.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #76 of 215 | Modelrec.commodelrec.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #77 of 215 | Portableenergylab.comportableenergylab.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #78 of 215 | Scaleandstem.comscaleandstem.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #79 of 215 | Shelterinsider.comshelterinsider.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #80 of 215 | Slickdeals.netslickdeals.net | Other observed source | 1.75% | 3 | 171 | 10 |
| #81 of 215 | Sunforgelab.comsunforgelab.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #82 of 215 | Truegear.com.autruegear.com.au | Other observed source | 1.75% | 3 | 171 | 10 |
| #83 of 215 | Udpwr.comudpwr.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #84 of 215 | Whoismatt.comwhoismatt.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #85 of 215 | Wolfen-media.comwolfen-media.com | Other observed source | 1.75% | 3 | 171 | 10 |
| #86 of 215 | Accio.comaccio.com | Other observed source | 1.17% | 2 | 171 | 10 |
| #87 of 215 | Apertureauthority.comapertureauthority.com | Other observed source | 1.17% | 2 | 171 | 10 |
| #88 of 215 | Austingallery.orgaustingallery.org | Other observed source | 1.17% | 2 | 171 | 10 |
| #89 of 215 | Bsl-battery.combsl-battery.com | Other observed source | 1.17% | 2 | 171 | 10 |
| #90 of 215 | E-catalog.come-catalog.com | Other observed source | 1.17% | 2 | 171 | 10 |
| #91 of 215 | Editorsgurukul.comeditorsgurukul.com | Other observed source | 1.17% | 2 | 171 | 10 |
| #92 of 215 | Edwardsphotographypro.comedwardsphotographypro.com | Other observed source | 1.17% | 2 | 171 | 10 |
| #93 of 215 | Exponation.netexponation.net | Other observed source | 1.17% | 2 | 171 | 10 |
| #94 of 215 | Fairtradefinder.comfairtradefinder.com | Market and company database | 1.17% | 2 | 171 | 10 |
| #95 of 215 | Filmlocal.comfilmlocal.com | Other observed source | 1.17% | 2 | 171 | 10 |
| #96 of 215 | Fuhrmannmanagement.comfuhrmannmanagement.com | Other observed source | 1.17% | 2 | 171 | 10 |
| #97 of 215 | Fypower.orgfypower.org | Other observed source | 1.17% | 2 | 171 | 10 |
| #98 of 215 | Hohem-news.comhohem-news.com | Other observed source | 1.17% | 2 | 171 | 10 |
| #99 of 215 | Hometosight.comhometosight.com | Other observed source | 1.17% | 2 | 171 | 10 |
| #100 of 215 | Jackery.comjackery.com | Other observed source | 1.17% | 2 | 171 | 10 |
Showing the first 100 rows from 215 observed domains.
Release and boundary
How to cite this segment
Emergent Prosumer / Comparisons: 215 observed source domains in the leaderboard, measured on 171 observed runs across 10 distinct run dates, drawn from the 2026-05-10 to 2026-10-16 release window, mri_score_v2.1, mri_score_v2.1+2026-10-16+676547a595a3, https://machinerelations.ai/index/categories/emergent-prosumer/x_vs_y.
Release mri_score_v2.1+2026-10-16+676547a595a3; methodology mri_score_v2.1; generated 2026-10-16; window 2026-05-10 to 2026-10-16; artifact 676547a595a3.
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.