AI Visibility & GEO

Published segment leaderboard

AI Visibility & GEO: How buyers choose in the Machine Relations Index

This leaderboard uses only the AI Visibility & GEO / How buyers choose segment denominator: 113 observed answer runs across 7 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs113

Segment-specific denominator. Not the overall domain denominator.

Run dates7

Release floor: 7 dates.

Observed domains448

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 448YouTubeyoutube.comSearch or media platform25.66%291137Unavailable
#2 of 448Brandviz.aibrandviz.aiOther observed source13.27%151137Unavailable
#3 of 448Gen-optima.comgen-optima.comOther observed source11.50%131137Unavailable
#4 of 448Mybrandi.aimybrandi.aiOther observed source11.50%131137Unavailable
#5 of 448LinkedInlinkedin.comCommunity and social platform10.62%121137Unavailable
#6 of 448Stackmatix.comstackmatix.comOther observed source10.62%121137Unavailable
#7 of 448Airfleet.coairfleet.coOther observed source9.73%111137Unavailable
#8 of 448Averi.aiaveri.aiOther observed source9.73%111137Unavailable
#9 of 448Redditreddit.comCommunity and social platform9.73%111137Unavailable
#10 of 448Shadow.incshadow.incEditorial publication9.73%111137Unavailable
#11 of 448Dageno.aidageno.aiOther observed source8.85%101137Unavailable
#12 of 448Hubspot.comhubspot.comVendor-owned source7.96%91137Unavailable
#13 of 448Mersel.aimersel.aiOther observed source7.96%91137Unavailable
#14 of 448Primacy.comprimacy.comOther observed source7.96%91137Unavailable
#15 of 448PR Newswireprnewswire.comEditorial publication7.96%91137Unavailable
#16 of 448Xseek.ioxseek.ioOther observed source7.96%91137Unavailable
#17 of 448Llmpulse.aillmpulse.aiOther observed source7.08%81137Unavailable
#18 of 448Botric.aibotric.aiOther observed source6.19%71137Unavailable
#19 of 448Evertune.aievertune.aiOther observed source6.19%71137Unavailable
#20 of 448Geoptie.comgeoptie.comOther observed source6.19%71137Unavailable
#21 of 448Geovector.aigeovector.aiOther observed source6.19%71137Unavailable
#22 of 448Gracker.aigracker.aiEditorial publication6.19%71137Unavailable
#23 of 448Kubnalbridge.comkubnalbridge.comOther observed source6.19%71137Unavailable
#24 of 448Otterly.aiotterly.aiOther observed source6.19%71137Unavailable
#25 of 448Quattr.comquattr.comOther observed source6.19%71137Unavailable
#26 of 448Yotpo.comyotpo.comOther observed source6.19%71137Unavailable
#27 of 448Ayzeo.comayzeo.comOther observed source5.31%61137Unavailable
#28 of 448Demandgenreport.comdemandgenreport.comEditorial publication5.31%61137Unavailable
#29 of 448Dev.todev.toCommunity and social platform5.31%61137Unavailable
#30 of 448Higoodie.comhigoodie.comOther observed source5.31%61137Unavailable
#31 of 448Limy.ailimy.aiOther observed source5.31%61137Unavailable
#32 of 448Margen.netmargen.netOther observed source5.31%61137Unavailable
#33 of 448Optimizegeo.aioptimizegeo.aiOther observed source5.31%61137Unavailable
#34 of 448Senso.aisenso.aiOther observed source5.31%61137Unavailable
#35 of 448Seranking.comseranking.comOther observed source5.31%61137Unavailable
#36 of 448Derivatex.agencyderivatex.agencyOther observed source4.42%51137Unavailable
#37 of 448Frase.iofrase.ioOther observed source4.42%51137Unavailable
#38 of 448Genixly.iogenixly.ioOther observed source4.42%51137Unavailable
#39 of 448Semrush.comsemrush.comVendor-owned source4.42%51137Unavailable
#40 of 448Thewhitebox.iothewhitebox.ioOther observed source4.42%51137Unavailable
#41 of 448Topify.aitopify.aiOther observed source4.42%51137Unavailable
#42 of 448Useomnia.comuseomnia.comOther observed source4.42%51137Unavailable
#43 of 448Wrodium.comwrodium.comOther observed source4.42%51137Unavailable
#44 of 448Airops.comairops.comOther observed source3.54%41137Unavailable
#45 of 448Athenahq.aiathenahq.aiOther observed source3.54%41137Unavailable
#46 of 448Bluefishai.combluefishai.comOther observed source3.54%41137Unavailable
#47 of 448Geol.aigeol.aiOther observed source3.54%41137Unavailable
#48 of 448Ibm.comibm.comVendor-owned source3.54%41137Unavailable
#49 of 448Maxaeo.aimaxaeo.aiOther observed source3.54%41137Unavailable
#50 of 448Metehan.aimetehan.aiOther observed source3.54%41137Unavailable
#51 of 448Mindstudio.aimindstudio.aiVendor-owned source3.54%41137Unavailable
#52 of 448Reachllm.comreachllm.comOther observed source3.54%41137Unavailable
#53 of 448Scrunch.comscrunch.comOther observed source3.54%41137Unavailable
#54 of 448Siftly.aisiftly.aiOther observed source3.54%41137Unavailable
#55 of 448Sitepoint.comsitepoint.comOther observed source3.54%41137Unavailable
#56 of 448Therankmasters.comtherankmasters.comVendor-owned source3.54%41137Unavailable
#57 of 448Toolsolved.comtoolsolved.comOther observed source3.54%41137Unavailable
#58 of 448Totheweb.comtotheweb.comOther observed source3.54%41137Unavailable
#59 of 448Tryprofound.comtryprofound.comOther observed source3.54%41137Unavailable
#60 of 448Tryxlr8.aitryxlr8.aiOther observed source3.54%41137Unavailable
#61 of 448Adgine.aiadgine.aiOther observed source2.65%31137Unavailable
#62 of 448Answersocrates.comanswersocrates.comOther observed source2.65%31137Unavailable
#63 of 448Deliberatedirections.comdeliberatedirections.comOther observed source2.65%31137Unavailable
#64 of 448Geoscout.progeoscout.proOther observed source2.65%31137Unavailable
#65 of 448Geosoftwarerankings.comgeosoftwarerankings.comOther observed source2.65%31137Unavailable
#66 of 448HackerNoonhackernoon.comEditorial publication2.65%31137Unavailable
#67 of 448Helloretail.comhelloretail.comOther observed source2.65%31137Unavailable
#68 of 448Ivristech.comivristech.comOther observed source2.65%31137Unavailable
#69 of 448Llmrefs.comllmrefs.comOther observed source2.65%31137Unavailable
#70 of 448Mediummedium.comEditorial publication2.65%31137Unavailable
#71 of 448Nicklafferty.comnicklafferty.comOther observed source2.65%31137Unavailable
#72 of 448Pepper.incpepper.incOther observed source2.65%31137Unavailable
#73 of 448Presenc.aipresenc.aiOther observed source2.65%31137Unavailable
#74 of 448Reply.comreply.comOther observed source2.65%31137Unavailable
#75 of 448Searchengineland.comsearchengineland.comSearch or media platform2.65%31137Unavailable
#76 of 448Seerinteractive.comseerinteractive.comOther observed source2.65%31137Unavailable
#77 of 448Shelf-made.comshelf-made.comOther observed source2.65%31137Unavailable
#78 of 448Thefinalcode.comthefinalcode.comOther observed source2.65%31137Unavailable
#79 of 448Workduo.aiworkduo.aiOther observed source2.65%31137Unavailable
#80 of 448Zapier.comzapier.comVendor-owned source2.65%31137Unavailable
#81 of 448Ziptie.devziptie.devOther observed source2.65%31137Unavailable
#82 of 448365iwebdesign.co.uk365iwebdesign.co.ukOther observed source1.77%21137Unavailable
#83 of 448Aeohunt.comaeohunt.comOther observed source1.77%21137Unavailable
#84 of 448Ahrefs.comahrefs.comOther observed source1.77%21137Unavailable
#85 of 448Airankchecker.netairankchecker.netOther observed source1.77%21137Unavailable
#86 of 448Airanklab.comairanklab.comOther observed source1.77%21137Unavailable
#87 of 448Beamtrace.combeamtrace.comOther observed source1.77%21137Unavailable
#88 of 448Belmont.edubelmont.eduAcademic and government source1.77%21137Unavailable
#89 of 448Birdeye.combirdeye.comVendor-owned source1.77%21137Unavailable
#90 of 448Brandradar.aibrandradar.aiOther observed source1.77%21137Unavailable
#91 of 448Carto.comcarto.comOther observed source1.77%21137Unavailable
#92 of 448Citely.aicitely.aiOther observed source1.77%21137Unavailable
#93 of 448Clickrank.aiclickrank.aiOther observed source1.77%21137Unavailable
#94 of 448Comparethe.aicomparethe.aiMarket and company database1.77%21137Unavailable
#95 of 448Conbersa.aiconbersa.aiOther observed source1.77%21137Unavailable
#96 of 448Contentful.comcontentful.comOther observed source1.77%21137Unavailable
#97 of 448Crowdreply.iocrowdreply.ioOther observed source1.77%21137Unavailable
#98 of 448Digitaljuicesolutions.com.audigitaljuicesolutions.com.auOther observed source1.77%21137Unavailable
#99 of 448Discoveredlabs.comdiscoveredlabs.comOther observed source1.77%21137Unavailable
#100 of 448Eesel.aieesel.aiOther observed source1.77%21137Unavailable

Showing the first 100 rows from 448 observed domains.

Release and boundary

How to cite this segment

AI Visibility & GEO / How buyers choose: 448 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/how_choose.

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: How buyers choose MRI leaderboard