AI Visibility & GEO

Published segment leaderboard

AI Visibility & GEO: Problem-first research in the Machine Relations Index

This leaderboard uses only the AI Visibility & GEO / Problem-first research segment denominator: 132 observed answer runs across 7 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs132

Segment-specific denominator. Not the overall domain denominator.

Run dates7

Release floor: 7 dates.

Observed domains420

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.

RankSourceSource roleCitation rateCited runsObserved runsRun datesConfidence
#1 of 420YouTubeyoutube.comSearch or media platform33.33%441327Unavailable
#2 of 420Redditreddit.comCommunity and social platform28.03%371327Unavailable
#3 of 420LinkedInlinkedin.comCommunity and social platform23.48%311327Unavailable
#4 of 420Trysight.aitrysight.aiOther observed source14.39%191327Unavailable
#5 of 420Semrush.comsemrush.comVendor-owned source12.88%171327Unavailable
#6 of 420Onely.comonely.comOther observed source12.12%161327Unavailable
#7 of 420Launchcodex.comlaunchcodex.comOther observed source7.58%101327Unavailable
#8 of 420Searchintel.techsearchintel.techOther observed source6.82%91327Unavailable
#9 of 420Visible.mdvisible.mdOther observed source6.82%91327Unavailable
#10 of 420Yotpo.comyotpo.comOther observed source6.06%81327Unavailable
#11 of 420Facebook.comfacebook.comCommunity and social platform5.30%71327Unavailable
#12 of 420Hubspot.comhubspot.comVendor-owned source5.30%71327Unavailable
#13 of 420Impactplus.comimpactplus.comOther observed source5.30%71327Unavailable
#14 of 420Searchpod.comsearchpod.comOther observed source5.30%71327Unavailable
#15 of 420Techbriefed.comtechbriefed.comOther observed source5.30%71327Unavailable
#16 of 420Eseospace.comeseospace.comOther observed source4.55%61327Unavailable
#17 of 420Growtika.comgrowtika.comOther observed source4.55%61327Unavailable
#18 of 420Instagram.cominstagram.comOther observed source4.55%61327Unavailable
#19 of 420Mediummedium.comEditorial publication4.55%61327Unavailable
#20 of 420Mentionlayer.commentionlayer.comOther observed source4.55%61327Unavailable
#21 of 420Rankry.airankry.aiOther observed source4.55%61327Unavailable
#22 of 420Spyderbot.netspyderbot.netOther observed source4.55%61327Unavailable
#23 of 420Statuslabs.comstatuslabs.comOther observed source4.55%61327Unavailable
#24 of 420Dev.todev.toCommunity and social platform3.79%51327Unavailable
#25 of 420Forbesforbes.comEditorial publication3.79%51327Unavailable
#26 of 420Linkeddit.comlinkeddit.comOther observed source3.79%51327Unavailable
#27 of 420Lovedby.ailovedby.aiOther observed source3.79%51327Unavailable
#28 of 420Reddireach.comreddireach.comOther observed source3.79%51327Unavailable
#29 of 420Sparktoro.comsparktoro.comOther observed source3.79%51327Unavailable
#30 of 420Trakkr.aitrakkr.aiOther observed source3.79%51327Unavailable
#31 of 420Brookings.edubrookings.eduAcademic and government source3.03%41327Unavailable
#32 of 420Derivatex.agencyderivatex.agencyOther observed source3.03%41327Unavailable
#33 of 420Farandwide.iofarandwide.ioOther observed source3.03%41327Unavailable
#34 of 420Getrocketsales.orggetrocketsales.orgOther observed source3.03%41327Unavailable
#35 of 420Growthunhinged.comgrowthunhinged.comOther observed source3.03%41327Unavailable
#36 of 420Metricusapp.commetricusapp.comOther observed source3.03%41327Unavailable
#37 of 420Nrlc.ainrlc.aiOther observed source3.03%41327Unavailable
#38 of 420Oversearch.aioversearch.aiOther observed source3.03%41327Unavailable
#39 of 420Quora.comquora.comCommunity and social platform3.03%41327Unavailable
#40 of 420Salesforce.comsalesforce.comVendor-owned source3.03%41327Unavailable
#41 of 420Therivalscope.comtherivalscope.comOther observed source3.03%41327Unavailable
#42 of 420Ultrascout.aiultrascout.aiOther observed source3.03%41327Unavailable
#43 of 420Wsiworld.comwsiworld.comOther observed source3.03%41327Unavailable
#44 of 420Anagram.aianagram.aiOther observed source2.27%31327Unavailable
#45 of 420Brandviz.aibrandviz.aiOther observed source2.27%31327Unavailable
#46 of 420Ccianet.orgccianet.orgOther observed source2.27%31327Unavailable
#47 of 420Cheers.techcheers.techOther observed source2.27%31327Unavailable
#48 of 420Dupple.comdupple.comOther observed source2.27%31327Unavailable
#49 of 420Evergreen.mediaevergreen.mediaEditorial publication2.27%31327Unavailable
#50 of 420Flowmondo.comflowmondo.comOther observed source2.27%31327Unavailable
#51 of 420Frictionai.cofrictionai.coOther observed source2.27%31327Unavailable
#52 of 420G2g2.comMarket and company database2.27%31327Unavailable
#53 of 420Genivista.comgenivista.comOther observed source2.27%31327Unavailable
#54 of 420Geoscout.progeoscout.proOther observed source2.27%31327Unavailable
#55 of 420Leadrescue.appleadrescue.appOther observed source2.27%31327Unavailable
#56 of 420Llmpulse.aillmpulse.aiOther observed source2.27%31327Unavailable
#57 of 420Llmreach.aillmreach.aiOther observed source2.27%31327Unavailable
#58 of 420Maxaeo.aimaxaeo.aiOther observed source2.27%31327Unavailable
#59 of 420Mckinsey.commckinsey.comAnalyst and consulting research2.27%31327Unavailable
#60 of 420Narraloom.comnarraloom.comOther observed source2.27%31327Unavailable
#61 of 420Nav43.comnav43.comOther observed source2.27%31327Unavailable
#62 of 420Neilpatel.comneilpatel.comOther observed source2.27%31327Unavailable
#63 of 420Optimly.aioptimly.aiOther observed source2.27%31327Unavailable
#64 of 420Orbitmedia.comorbitmedia.comEditorial publication2.27%31327Unavailable
#65 of 420Outriggerai.comoutriggerai.comOther observed source2.27%31327Unavailable
#66 of 420Rankjin.comrankjin.comOther observed source2.27%31327Unavailable
#67 of 420Remwebsolutions.comremwebsolutions.comOther observed source2.27%31327Unavailable
#68 of 420Salesmarketing.aisalesmarketing.aiMarket and company database2.27%31327Unavailable
#69 of 420Searchengineland.comsearchengineland.comSearch or media platform2.27%31327Unavailable
#70 of 420Shensuo.aishensuo.aiOther observed source2.27%31327Unavailable
#71 of 420Similarweb.comsimilarweb.comOther observed source2.27%31327Unavailable
#72 of 420Soar.shsoar.shOther observed source2.27%31327Unavailable
#73 of 420Stackmatix.comstackmatix.comOther observed source2.27%31327Unavailable
#74 of 420Stridec.comstridec.comOther observed source2.27%31327Unavailable
#75 of 420Surmado.comsurmado.comOther observed source2.27%31327Unavailable
#76 of 420TechRadartechradar.comEditorial publication2.27%31327Unavailable
#77 of 420Wellows.comwellows.comVendor-owned source2.27%31327Unavailable
#78 of 420Wordstream.comwordstream.comOther observed source2.27%31327Unavailable
#79 of 420Writesonic.comwritesonic.comOther observed source2.27%31327Unavailable
#80 of 420Yale.eduyale.eduAcademic and government source2.27%31327Unavailable
#81 of 420Yazeo.comyazeo.comOther observed source2.27%31327Unavailable
#82 of 42020northmarketing.com20northmarketing.comMarket and company database1.52%21327Unavailable
#83 of 420Addlly.aiaddlly.aiOther observed source1.52%21327Unavailable
#84 of 420Adhamster.comadhamster.comOther observed source1.52%21327Unavailable
#85 of 420Ahrefs.comahrefs.comOther observed source1.52%21327Unavailable
#86 of 420Ai-advisors.aiai-advisors.aiOther observed source1.52%21327Unavailable
#87 of 420Ai-semantica.comai-semantica.comOther observed source1.52%21327Unavailable
#88 of 420Allmond.appallmond.appOther observed source1.52%21327Unavailable
#89 of 420Almcorp.comalmcorp.comOther observed source1.52%21327Unavailable
#90 of 420Analyticsmates.comanalyticsmates.comMarket and company database1.52%21327Unavailable
#91 of 420Attrifast.comattrifast.comOther observed source1.52%21327Unavailable
#92 of 420Aurametrics.ioaurametrics.ioOther observed source1.52%21327Unavailable
#93 of 420Beamtrace.combeamtrace.comOther observed source1.52%21327Unavailable
#94 of 420Befoundonline.combefoundonline.comOther observed source1.52%21327Unavailable
#95 of 420Bigeyeagency.combigeyeagency.comOther observed source1.52%21327Unavailable
#96 of 420Callboxinc.comcallboxinc.comOther observed source1.52%21327Unavailable
#97 of 420Clickforest.comclickforest.comOther observed source1.52%21327Unavailable
#98 of 420Coalitiontechnologies.comcoalitiontechnologies.comOther observed source1.52%21327Unavailable
#99 of 420Dageno.aidageno.aiOther observed source1.52%21327Unavailable
#100 of 420Dbeta.co.ukdbeta.co.ukOther observed source1.52%21327Unavailable

Showing the first 100 rows from 420 observed domains.

Release and boundary

How to cite this segment

AI Visibility & GEO / Problem-first research: 420 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/ai-visibility-geo/problem_first.

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.

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AI Visibility & GEO: Problem-first research MRI leaderboard