Evidence floor met in this release.
Emergent ProsumerStatePublished Observed runs223 Run dates12 Observed domains248
Published segment leaderboard
Emergent Prosumer: Comparisons in the Machine Relations Index
This leaderboard uses only the Emergent Prosumer / Comparisons segment denominator: 223 observed answer runs across 12 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 248 | YouTubeyoutube.com | Search or media platform | 29.15% | 65 | 223 | 12 |
| #2 of 248 | Uniquephoto.comuniquephoto.com | Other observed source | 15.70% | 35 | 223 | 12 |
| #3 of 248 | Ecoflow.comecoflow.com | Other observed source | 14.35% | 32 | 223 | 12 |
| #4 of 248 | As2.aeas2.ae | Other observed source | 12.56% | 28 | 223 | 12 |
| #5 of 248 | Zhiyun-tech.comzhiyun-tech.com | Other observed source | 12.11% | 27 | 223 | 12 |
| #6 of 248 | Ankersolix.comankersolix.com | Other observed source | 11.21% | 25 | 223 | 12 |
| #7 of 248 | Litime.comlitime.com | Other observed source | 11.21% | 25 | 223 | 12 |
| #8 of 248 | Redditreddit.com | Community and social platform | 11.21% | 25 | 223 | 12 |
| #9 of 248 | Bytebitmag.combytebitmag.com | Other observed source | 10.31% | 23 | 223 | 12 |
| #10 of 248 | Powerstationpicker.compowerstationpicker.com | Other observed source | 10.31% | 23 | 223 | 12 |
| #11 of 248 | Brainstamped.combrainstamped.com | Other observed source | 9.42% | 21 | 223 | 12 |
| #12 of 248 | Diysolarforum.comdiysolarforum.com | Community and social platform | 8.52% | 19 | 223 | 12 |
| #13 of 248 | Worldisround.comworldisround.com | Editorial publication | 8.07% | 18 | 223 | 12 |
| #14 of 248 | Power Station Basicspowerstationbasics.com | Editorial publication | 7.62% | 17 | 223 | 12 |
| #15 of 248 | Progressiveradionetwork.comprogressiveradionetwork.com | Other observed source | 7.62% | 17 | 223 | 12 |
| #16 of 248 | Focalandframe.comfocalandframe.com | Other observed source | 7.17% | 16 | 223 | 12 |
| #17 of 248 | Yabopower.comyabopower.com | Other observed source | 7.17% | 16 | 223 | 12 |
| #18 of 248 | Mario Somariosomedia.com | Other observed source | 6.73% | 15 | 223 | 12 |
| #19 of 248 | Digital Camera Worlddigitalcameraworld.com | Editorial publication | 6.28% | 14 | 223 | 12 |
| #20 of 248 | Tom's Guidetomsguide.com | Editorial publication | 5.83% | 13 | 223 | 12 |
| #21 of 248 | Voltplan.appvoltplan.app | Other observed source | 5.83% | 13 | 223 | 12 |
| #22 of 248 | Gearfocus.comgearfocus.com | Other observed source | 5.38% | 12 | 223 | 12 |
| #23 of 248 | Mediummedium.com | Community and social platform | 5.38% | 12 | 223 | 12 |
| #24 of 248 | PCMagpcmag.com | Editorial publication | 5.38% | 12 | 223 | 12 |
| #25 of 248 | T3t3.com | Editorial publication | 4.93% | 11 | 223 | 12 |
| #26 of 248 | Unsealed4x4.com.auunsealed4x4.com.au | Other observed source | 4.93% | 11 | 223 | 12 |
| #27 of 248 | Captureguide.comcaptureguide.com | Other observed source | 4.48% | 10 | 223 | 12 |
| #28 of 248 | Bhphotovideo.combhphotovideo.com | Other observed source | 4.04% | 9 | 223 | 12 |
| #29 of 248 | Naturesgenerator.comnaturesgenerator.com | Other observed source | 4.04% | 9 | 223 | 12 |
| #30 of 248 | Roam Wiredroamwired.com | Other observed source | 4.04% | 9 | 223 | 12 |
| #31 of 248 | Apertureauthority.comapertureauthority.com | Other observed source | 3.59% | 8 | 223 | 12 |
| #32 of 248 | Cargotrailercampers.comcargotrailercampers.com | Other observed source | 3.59% | 8 | 223 | 12 |
| #33 of 248 | Fstoppers.comfstoppers.com | Other observed source | 3.59% | 8 | 223 | 12 |
| #34 of 248 | Offgridforlife.comoffgridforlife.com | Other observed source | 3.59% | 8 | 223 | 12 |
| #35 of 248 | Ofzenandcomputing.comofzenandcomputing.com | Other observed source | 3.59% | 8 | 223 | 12 |
| #36 of 248 | Powerstationpick.compowerstationpick.com | Other observed source | 3.59% | 8 | 223 | 12 |
| #37 of 248 | Pulserevops.compulserevops.com | Other observed source | 3.59% | 8 | 223 | 12 |
| #38 of 248 | Bluettipower.combluettipower.com | Other observed source | 3.14% | 7 | 223 | 12 |
| #39 of 248 | Farcornel.comfarcornel.com | Other observed source | 3.14% | 7 | 223 | 12 |
| #40 of 248 | Lynnbarsigianphotography.comlynnbarsigianphotography.com | Other observed source | 3.14% | 7 | 223 | 12 |
| #41 of 248 | Markus-hagner-photography.commarkus-hagner-photography.com | Other observed source | 3.14% | 7 | 223 | 12 |
| #42 of 248 | Sarahleeandjohnny.comsarahleeandjohnny.com | Other observed source | 3.14% | 7 | 223 | 12 |
| #43 of 248 | Sunforgelab.comsunforgelab.com | Other observed source | 3.14% | 7 | 223 | 12 |
| #44 of 248 | FILM GEAR REVIEWfilmgearreview.com | Other observed source | 2.69% | 6 | 223 | 12 |
| #45 of 248 | Geartor.comgeartor.com | Other observed source | 2.69% | 6 | 223 | 12 |
| #46 of 248 | Instagram.cominstagram.com | Other observed source | 2.69% | 6 | 223 | 12 |
| #47 of 248 | Modelrec.commodelrec.com | Other observed source | 2.69% | 6 | 223 | 12 |
| #48 of 248 | Nofilmschool.comnofilmschool.com | Other observed source | 2.69% | 6 | 223 | 12 |
| #49 of 248 | Pecangrovecc.compecangrovecc.com | Other observed source | 2.69% | 6 | 223 | 12 |
| #50 of 248 | Scaleandstem.comscaleandstem.com | Other observed source | 2.69% | 6 | 223 | 12 |
| #51 of 248 | Videomaker.comvideomaker.com | Other observed source | 2.69% | 6 | 223 | 12 |
| #52 of 248 | Yodpimanriverwalk.comyodpimanriverwalk.com | Editorial publication | 2.69% | 6 | 223 | 12 |
| #53 of 248 | Alibaba.comalibaba.com | Other observed source | 2.24% | 5 | 223 | 12 |
| #54 of 248 | Batterystoragehq.combatterystoragehq.com | Other observed source | 2.24% | 5 | 223 | 12 |
| #55 of 248 | Bcf.com.aubcf.com.au | Other observed source | 2.24% | 5 | 223 | 12 |
| #56 of 248 | Blackseries.netblackseries.net | Other observed source | 2.24% | 5 | 223 | 12 |
| #57 of 248 | Dronegearhq.comdronegearhq.com | Other observed source | 2.24% | 5 | 223 | 12 |
| #58 of 248 | Expertphotography.comexpertphotography.com | Other observed source | 2.24% | 5 | 223 | 12 |
| #59 of 248 | Facebook.comfacebook.com | Community and social platform | 2.24% | 5 | 223 | 12 |
| #60 of 248 | Ffdpower.comffdpower.com | Other observed source | 2.24% | 5 | 223 | 12 |
| #61 of 248 | SlashGearslashgear.com | Editorial publication | 2.24% | 5 | 223 | 12 |
| #62 of 248 | Voltalinkbattery.comvoltalinkbattery.com | Other observed source | 2.24% | 5 | 223 | 12 |
| #63 of 248 | Betterbike.orgbetterbike.org | Other observed source | 1.79% | 4 | 223 | 12 |
| #64 of 248 | Bsl-battery.combsl-battery.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #65 of 248 | Digitalcamerahq.comdigitalcamerahq.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #66 of 248 | Dji.comdji.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #67 of 248 | Ffotografoshop.netffotografoshop.net | Other observed source | 1.79% | 4 | 223 | 12 |
| #68 of 248 | Filmlocal.comfilmlocal.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #69 of 248 | Findingdulcinea.comfindingdulcinea.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #70 of 248 | Forestriverforums.comforestriverforums.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #71 of 248 | Frameandfocal.comframeandfocal.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #72 of 248 | Fypower.orgfypower.org | Other observed source | 1.79% | 4 | 223 | 12 |
| #73 of 248 | Portableenergylab.comportableenergylab.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #74 of 248 | Portablepowerhq.comportablepowerhq.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #75 of 248 | Powerepublic.compowerepublic.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #76 of 248 | Powerready.copowerready.co | Other observed source | 1.79% | 4 | 223 | 12 |
| #77 of 248 | Shelter Insidershelterinsider.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #78 of 248 | Shuttercoach.appshuttercoach.app | Other observed source | 1.79% | 4 | 223 | 12 |
| #79 of 248 | Slickdeals.netslickdeals.net | Other observed source | 1.79% | 4 | 223 | 12 |
| #80 of 248 | Vanpowercalc.comvanpowercalc.com | Other observed source | 1.79% | 4 | 223 | 12 |
| #81 of 248 | 331racing.com331racing.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #82 of 248 | Adorama.comadorama.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #83 of 248 | Aerovisiondrones.comaerovisiondrones.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #84 of 248 | Anernstore.comanernstore.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #85 of 248 | Astrobackyard.comastrobackyard.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #86 of 248 | Boltpowergroup.comboltpowergroup.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #87 of 248 | Cameraboom.comcameraboom.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #88 of 248 | Caravanersforum.comcaravanersforum.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #89 of 248 | Dognotebook.comdognotebook.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #90 of 248 | Gimbalgids.nlgimbalgids.nl | Other observed source | 1.35% | 3 | 223 | 12 |
| #91 of 248 | Make Use Ofmakeuseof.com | Editorial publication | 1.35% | 3 | 223 | 12 |
| #92 of 248 | Matanich.commatanich.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #93 of 248 | GearLaboutdoorgearlab.com | Editorial publication | 1.35% | 3 | 223 | 12 |
| #94 of 248 | Portablepowerhub.comportablepowerhub.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #95 of 248 | Productsforourlives.comproductsforourlives.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #96 of 248 | Renox.techrenox.tech | Other observed source | 1.35% | 3 | 223 | 12 |
| #97 of 248 | Solarcontrollerfinder.comsolarcontrollerfinder.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #98 of 248 | Tovstudiophoto.comtovstudiophoto.com | Other observed source | 1.35% | 3 | 223 | 12 |
| #99 of 248 | Truegear.com.autruegear.com.au | Other observed source | 1.35% | 3 | 223 | 12 |
| #100 of 248 | Udpwr.comudpwr.com | Other observed source | 1.35% | 3 | 223 | 12 |
Showing the first 100 rows from 248 observed domains.
Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Emergent Prosumer / Comparisons: 248 observed source domains in the leaderboard, measured on 223 observed runs across 12 distinct run dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/emergent-prosumer/x_vs_y. CC BY 4.0.APA
Parrott, J. (2026). Emergent Prosumer / Comparisons in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/emergent-prosumer/x_vs_y https://doi.org/10.5281/zenodo.23652423BibTeX
@misc{parrott2026mriemergentprosumerxvsy,
author = {Parrott, Jaxon},
title = {Emergent Prosumer / Comparisons in the Machine Relations Index},
year = {2026},
version = {mri\_score\_v2.1+2026-11-02+f9aaeca0db15},
publisher = {Machine Relations Research},
url = {https://machinerelations.ai/index/categories/emergent-prosumer/x_vs_y},
doi = {10.5281/zenodo.23652423},
license = {CC-BY-4.0},
note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}Release and boundary
What this segment measures
Published November 2, 2026. The observation window runs May 10, 2026 to November 2, 2026. Methodology v2.1.
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.