Evidence floor met in this release.
Published segment leaderboard
AI Visibility & GEO: Top lists in the Machine Relations Index
This leaderboard uses only the AI Visibility & GEO / Top lists segment denominator: 235 observed answer runs across 13 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 837 | Tryprofound.comtryprofound.com | Vendor-owned source | 18.30% | 43 | 235 | 13 |
| #2 of 837 | YouTubeyoutube.com | Search or media platform | 17.02% | 40 | 235 | 13 |
| #3 of 837 | Therankmasters.comtherankmasters.com | Vendor-owned source | 16.17% | 38 | 235 | 13 |
| #4 of 837 | Semrush.comsemrush.com | Vendor-owned source | 14.89% | 35 | 235 | 13 |
| #5 of 837 | Hubspot.comhubspot.com | Vendor-owned source | 14.47% | 34 | 235 | 13 |
| #6 of 837 | Nicklafferty.comnicklafferty.com | Other observed source | 13.19% | 31 | 235 | 13 |
| #7 of 837 | Yotpo.comyotpo.com | Other observed source | 12.34% | 29 | 235 | 13 |
| #8 of 837 | Beomniscient.combeomniscient.com | Other observed source | 10.64% | 25 | 235 | 13 |
| #9 of 837 | Dageno.aidageno.ai | Other observed source | 10.21% | 24 | 235 | 13 |
| #10 of 837 | Seranking.comseranking.com | Other observed source | 10.21% | 24 | 235 | 13 |
| #11 of 837 | Redditreddit.com | Community and social platform | 9.36% | 22 | 235 | 13 |
| #12 of 837 | Airops.comairops.com | Other observed source | 8.94% | 21 | 235 | 13 |
| #13 of 837 | Siftly.aisiftly.ai | Other observed source | 8.09% | 19 | 235 | 13 |
| #14 of 837 | Useomnia.comuseomnia.com | Other observed source | 6.81% | 16 | 235 | 13 |
| #15 of 837 | Writesonic.comwritesonic.com | Other observed source | 6.81% | 16 | 235 | 13 |
| #16 of 837 | Slatehq.comslatehq.com | Vendor-owned source | 6.38% | 15 | 235 | 13 |
| #17 of 837 | Zapier.comzapier.com | Vendor-owned source | 5.96% | 14 | 235 | 13 |
| #18 of 837 | Higoodie.comhigoodie.com | Vendor-owned source | 5.53% | 13 | 235 | 13 |
| #19 of 837 | Linkeddit.comlinkeddit.com | Vendor-owned source | 5.53% | 13 | 235 | 13 |
| #20 of 837 | Trysight.aitrysight.ai | Other observed source | 5.53% | 13 | 235 | 13 |
| #21 of 837 | Deepsmith.aideepsmith.ai | Other observed source | 5.11% | 12 | 235 | 13 |
| #22 of 837 | Gracker.aigracker.ai | Vendor-owned source | 5.11% | 12 | 235 | 13 |
| #23 of 837 | Otterly.aiotterly.ai | Other observed source | 5.11% | 12 | 235 | 13 |
| #24 of 837 | Pagecrawl.iopagecrawl.io | Other observed source | 5.11% | 12 | 235 | 13 |
| #25 of 837 | Sitepoint.comsitepoint.com | Other observed source | 5.11% | 12 | 235 | 13 |
| #26 of 837 | Stackmatix.comstackmatix.com | Other observed source | 5.11% | 12 | 235 | 13 |
| #27 of 837 | Brand24.combrand24.com | Other observed source | 4.68% | 11 | 235 | 13 |
| #28 of 837 | Built Inbuiltin.com | Editorial publication | 4.68% | 11 | 235 | 13 |
| #29 of 837 | Limy.ailimy.ai | Other observed source | 4.68% | 11 | 235 | 13 |
| #30 of 837 | Scalenut.comscalenut.com | Other observed source | 4.68% | 11 | 235 | 13 |
| #31 of 837 | Sentaiment.comsentaiment.com | Other observed source | 4.68% | 11 | 235 | 13 |
| #32 of 837 | Wrodium.comwrodium.com | Other observed source | 4.68% | 11 | 235 | 13 |
| #33 of 837 | Alhena.aialhena.ai | Other observed source | 4.26% | 10 | 235 | 13 |
| #34 of 837 | Citadex.iocitadex.io | Other observed source | 4.26% | 10 | 235 | 13 |
| #35 of 837 | Erlin.aierlin.ai | Other observed source | 4.26% | 10 | 235 | 13 |
| #36 of 837 | Llmpulse.aillmpulse.ai | Other observed source | 4.26% | 10 | 235 | 13 |
| #37 of 837 | TechRadartechradar.com | Editorial publication | 4.26% | 10 | 235 | 13 |
| #38 of 837 | Brantial.aibrantial.ai | Other observed source | 3.83% | 9 | 235 | 13 |
| #39 of 837 | Evertune.aievertune.ai | Other observed source | 3.83% | 9 | 235 | 13 |
| #40 of 837 | Geoptie.comgeoptie.com | Other observed source | 3.83% | 9 | 235 | 13 |
| #41 of 837 | Getmint.aigetmint.ai | Other observed source | 3.83% | 9 | 235 | 13 |
| #42 of 837 | Meltwater.commeltwater.com | Vendor-owned source | 3.83% | 9 | 235 | 13 |
| #43 of 837 | Ziptie.devziptie.dev | Other observed source | 3.83% | 9 | 235 | 13 |
| #44 of 837 | Answersocrates.comanswersocrates.com | Other observed source | 3.40% | 8 | 235 | 13 |
| #45 of 837 | Hypotenuse.aihypotenuse.ai | Other observed source | 3.40% | 8 | 235 | 13 |
| #46 of 837 | Nightwatch.ionightwatch.io | Other observed source | 3.40% | 8 | 235 | 13 |
| #47 of 837 | Searchatlas.comsearchatlas.com | Other observed source | 3.40% | 8 | 235 | 13 |
| #48 of 837 | Topify.aitopify.ai | Other observed source | 3.40% | 8 | 235 | 13 |
| #49 of 837 | Wellows.comwellows.com | Vendor-owned source | 3.40% | 8 | 235 | 13 |
| #50 of 837 | Zoovu.comzoovu.com | Other observed source | 3.40% | 8 | 235 | 13 |
| #51 of 837 | Aiclicks.ioaiclicks.io | Other observed source | 2.98% | 7 | 235 | 13 |
| #52 of 837 | Arxiv.orgarxiv.org | Academic and government source | 2.98% | 7 | 235 | 13 |
| #53 of 837 | Citationly.aicitationly.ai | Vendor-owned source | 2.98% | 7 | 235 | 13 |
| #54 of 837 | Cognizo.aicognizo.ai | Other observed source | 2.98% | 7 | 235 | 13 |
| #55 of 837 | Devenup.comdevenup.com | Other observed source | 2.98% | 7 | 235 | 13 |
| #56 of 837 | Jasper.aijasper.ai | Other observed source | 2.98% | 7 | 235 | 13 |
| #57 of 837 | Keyword.comkeyword.com | Other observed source | 2.98% | 7 | 235 | 13 |
| #58 of 837 | LinkedInlinkedin.com | Community and social platform | 2.98% | 7 | 235 | 13 |
| #59 of 837 | Llmrefs.comllmrefs.com | Other observed source | 2.98% | 7 | 235 | 13 |
| #60 of 837 | Mediummedium.com | Community and social platform | 2.98% | 7 | 235 | 13 |
| #61 of 837 | Orchly.aiorchly.ai | Other observed source | 2.98% | 7 | 235 | 13 |
| #62 of 837 | Shadow.incshadow.inc | Other observed source | 2.98% | 7 | 235 | 13 |
| #63 of 837 | Shopify.comshopify.com | Other observed source | 2.98% | 7 | 235 | 13 |
| #64 of 837 | Trafficthinktank.comtrafficthinktank.com | Other observed source | 2.98% | 7 | 235 | 13 |
| #65 of 837 | Visibella.iovisibella.io | Vendor-owned source | 2.98% | 7 | 235 | 13 |
| #66 of 837 | Visualping.iovisualping.io | Other observed source | 2.98% | 7 | 235 | 13 |
| #67 of 837 | Addlly.aiaddlly.ai | Other observed source | 2.55% | 6 | 235 | 13 |
| #68 of 837 | AIMultipleaimultiple.com | Editorial publication | 2.55% | 6 | 235 | 13 |
| #69 of 837 | Allaboutai.comallaboutai.com | Academic and government source | 2.55% | 6 | 235 | 13 |
| #70 of 837 | Astiva.aiastiva.ai | Market and company database | 2.55% | 6 | 235 | 13 |
| #71 of 837 | Athenahq.aiathenahq.ai | Other observed source | 2.55% | 6 | 235 | 13 |
| #72 of 837 | Canlah.aicanlah.ai | Other observed source | 2.55% | 6 | 235 | 13 |
| #73 of 837 | Crowdreply.iocrowdreply.io | Other observed source | 2.55% | 6 | 235 | 13 |
| #74 of 837 | Discoveredlabs.comdiscoveredlabs.com | Other observed source | 2.55% | 6 | 235 | 13 |
| #75 of 837 | Embedsocial.comembedsocial.com | Other observed source | 2.55% | 6 | 235 | 13 |
| #76 of 837 | Frase.iofrase.io | Other observed source | 2.55% | 6 | 235 | 13 |
| #77 of 837 | Indexly.aiindexly.ai | Other observed source | 2.55% | 6 | 235 | 13 |
| #78 of 837 | Marketing91.commarketing91.com | Other observed source | 2.55% | 6 | 235 | 13 |
| #79 of 837 | Mybrandi.aimybrandi.ai | Other observed source | 2.55% | 6 | 235 | 13 |
| #80 of 837 | Nogood.ionogood.io | Vendor-owned source | 2.55% | 6 | 235 | 13 |
| #81 of 837 | Omnius.soomnius.so | Vendor-owned source | 2.55% | 6 | 235 | 13 |
| #82 of 837 | Querycatch.comquerycatch.com | Other observed source | 2.55% | 6 | 235 | 13 |
| #83 of 837 | Sprinklr.comsprinklr.com | Other observed source | 2.55% | 6 | 235 | 13 |
| #84 of 837 | Visby.aivisby.ai | Other observed source | 2.55% | 6 | 235 | 13 |
| #85 of 837 | Ansvisor.comansvisor.com | Other observed source | 2.13% | 5 | 235 | 13 |
| #86 of 837 | Ayzeo.comayzeo.com | Other observed source | 2.13% | 5 | 235 | 13 |
| #87 of 837 | Birdeye.combirdeye.com | Vendor-owned source | 2.13% | 5 | 235 | 13 |
| #88 of 837 | Brandjet.aibrandjet.ai | Other observed source | 2.13% | 5 | 235 | 13 |
| #89 of 837 | Dupple.comdupple.com | Other observed source | 2.13% | 5 | 235 | 13 |
| #90 of 837 | Forbesforbes.com | Editorial publication | 2.13% | 5 | 235 | 13 |
| #91 of 837 | Industry-lens.comindustry-lens.com | Vendor-owned source | 2.13% | 5 | 235 | 13 |
| #92 of 837 | Mentionbird.aimentionbird.ai | Other observed source | 2.13% | 5 | 235 | 13 |
| #93 of 837 | Mentionova.commentionova.com | Other observed source | 2.13% | 5 | 235 | 13 |
| #94 of 837 | Producthunt.comproducthunt.com | Other observed source | 2.13% | 5 | 235 | 13 |
| #95 of 837 | Rankability.comrankability.com | Other observed source | 2.13% | 5 | 235 | 13 |
| #96 of 837 | Ranklogs.comranklogs.com | Other observed source | 2.13% | 5 | 235 | 13 |
| #97 of 837 | Toolradar.comtoolradar.com | Other observed source | 2.13% | 5 | 235 | 13 |
| #98 of 837 | Visibl.usvisibl.us | Other observed source | 2.13% | 5 | 235 | 13 |
| #99 of 837 | Visiblie.comvisiblie.com | Other observed source | 2.13% | 5 | 235 | 13 |
| #100 of 837 | Width.aiwidth.ai | Other observed source | 2.13% | 5 | 235 | 13 |
Showing the first 100 rows from 837 observed domains.
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. AI Visibility & GEO / Top lists: 837 observed source domains in the leaderboard, measured on 235 observed runs across 13 distinct run dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/ai-visibility-geo/top_list. CC BY 4.0.Parrott, J. (2026). AI Visibility & GEO / Top lists in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/ai-visibility-geo/top_list https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mriaivisibilitygeotoplist,
author = {Parrott, Jaxon},
title = {AI Visibility \& GEO / Top lists 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/ai-visibility-geo/top_list},
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.