Evidence floor met in this release.
Published segment leaderboard
AI Visibility & GEO: Best tools in the Machine Relations Index
This leaderboard uses only the AI Visibility & GEO / Best tools segment denominator: 284 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 616 | Otterly.aiotterly.ai | Other observed source | 22.54% | 64 | 284 | 13 |
| #2 of 616 | Seranking.comseranking.com | Other observed source | 22.54% | 64 | 284 | 13 |
| #3 of 616 | Redditreddit.com | Community and social platform | 18.66% | 53 | 284 | 13 |
| #4 of 616 | Hubspot.comhubspot.com | Vendor-owned source | 17.96% | 51 | 284 | 13 |
| #5 of 616 | YouTubeyoutube.com | Search or media platform | 16.55% | 47 | 284 | 13 |
| #6 of 616 | Therankmasters.comtherankmasters.com | Vendor-owned source | 15.49% | 44 | 284 | 13 |
| #7 of 616 | Ahrefs.comahrefs.com | Vendor-owned source | 13.73% | 39 | 284 | 13 |
| #8 of 616 | Semrush.comsemrush.com | Vendor-owned source | 13.73% | 39 | 284 | 13 |
| #9 of 616 | Zapier.comzapier.com | Vendor-owned source | 13.38% | 38 | 284 | 13 |
| #10 of 616 | Tryprofound.comtryprofound.com | Vendor-owned source | 13.03% | 37 | 284 | 13 |
| #11 of 616 | Dageno.aidageno.ai | Other observed source | 12.68% | 36 | 284 | 13 |
| #12 of 616 | Llmpulse.aillmpulse.ai | Other observed source | 11.27% | 32 | 284 | 13 |
| #13 of 616 | Siftly.aisiftly.ai | Other observed source | 11.27% | 32 | 284 | 13 |
| #14 of 616 | Rankability.comrankability.com | Other observed source | 10.56% | 30 | 284 | 13 |
| #15 of 616 | Frase.iofrase.io | Other observed source | 9.86% | 28 | 284 | 13 |
| #16 of 616 | Stackmatix.comstackmatix.com | Other observed source | 8.45% | 24 | 284 | 13 |
| #17 of 616 | Integrate.iointegrate.io | Other observed source | 8.10% | 23 | 284 | 13 |
| #18 of 616 | Nicklafferty.comnicklafferty.com | Other observed source | 8.10% | 23 | 284 | 13 |
| #19 of 616 | Position.digitalposition.digital | Vendor-owned source | 8.10% | 23 | 284 | 13 |
| #20 of 616 | Keyword.comkeyword.com | Other observed source | 7.75% | 22 | 284 | 13 |
| #21 of 616 | Faindly.iofaindly.io | Other observed source | 7.39% | 21 | 284 | 13 |
| #22 of 616 | Amplitude.comamplitude.com | Other observed source | 7.04% | 20 | 284 | 13 |
| #23 of 616 | Grro.iogrro.io | Other observed source | 7.04% | 20 | 284 | 13 |
| #24 of 616 | Kime.aikime.ai | Other observed source | 7.04% | 20 | 284 | 13 |
| #25 of 616 | Trysight.aitrysight.ai | Other observed source | 7.04% | 20 | 284 | 13 |
| #26 of 616 | Brand24.combrand24.com | Other observed source | 6.69% | 19 | 284 | 13 |
| #27 of 616 | Getpassionfruit.comgetpassionfruit.com | Vendor-owned source | 6.69% | 19 | 284 | 13 |
| #28 of 616 | Useomnia.comuseomnia.com | Other observed source | 6.69% | 19 | 284 | 13 |
| #29 of 616 | Get-ryze.aiget-ryze.ai | Other observed source | 6.34% | 18 | 284 | 13 |
| #30 of 616 | Slatehq.comslatehq.com | Vendor-owned source | 6.34% | 18 | 284 | 13 |
| #31 of 616 | Winstondigitalmarketing.comwinstondigitalmarketing.com | Other observed source | 6.34% | 18 | 284 | 13 |
| #32 of 616 | Rankscale.airankscale.ai | Other observed source | 5.99% | 17 | 284 | 13 |
| #33 of 616 | TechRadartechradar.com | Editorial publication | 5.63% | 16 | 284 | 13 |
| #34 of 616 | Surferseo.comsurferseo.com | Other observed source | 5.28% | 15 | 284 | 13 |
| #35 of 616 | Built Inbuiltin.com | Editorial publication | 4.93% | 14 | 284 | 13 |
| #36 of 616 | Pixelmojo.iopixelmojo.io | Vendor-owned source | 4.93% | 14 | 284 | 13 |
| #37 of 616 | Topify.aitopify.ai | Other observed source | 4.93% | 14 | 284 | 13 |
| #38 of 616 | Geoptie.comgeoptie.com | Other observed source | 4.58% | 13 | 284 | 13 |
| #39 of 616 | Gracker.aigracker.ai | Vendor-owned source | 4.58% | 13 | 284 | 13 |
| #40 of 616 | Similarweb.comsimilarweb.com | Other observed source | 4.58% | 13 | 284 | 13 |
| #41 of 616 | Wpengine.comwpengine.com | Other observed source | 4.58% | 13 | 284 | 13 |
| #42 of 616 | Conductor.comconductor.com | Other observed source | 4.23% | 12 | 284 | 13 |
| #43 of 616 | Growbydata.comgrowbydata.com | Other observed source | 4.23% | 12 | 284 | 13 |
| #44 of 616 | LinkedInlinkedin.com | Community and social platform | 4.23% | 12 | 284 | 13 |
| #45 of 616 | Cognizo.aicognizo.ai | Other observed source | 3.87% | 11 | 284 | 13 |
| #46 of 616 | Deepsmith.aideepsmith.ai | Other observed source | 3.87% | 11 | 284 | 13 |
| #47 of 616 | Discoveredlabs.comdiscoveredlabs.com | Other observed source | 3.87% | 11 | 284 | 13 |
| #48 of 616 | Flint.comflint.com | Other observed source | 3.87% | 11 | 284 | 13 |
| #49 of 616 | Rankprompt.comrankprompt.com | Other observed source | 3.87% | 11 | 284 | 13 |
| #50 of 616 | Reachllm.comreachllm.com | Other observed source | 3.87% | 11 | 284 | 13 |
| #51 of 616 | Seo.comseo.com | Other observed source | 3.87% | 11 | 284 | 13 |
| #52 of 616 | Sitepoint.comsitepoint.com | Other observed source | 3.87% | 11 | 284 | 13 |
| #53 of 616 | Visiblie.comvisiblie.com | Other observed source | 3.87% | 11 | 284 | 13 |
| #54 of 616 | Web-alert.ioweb-alert.io | Other observed source | 3.87% | 11 | 284 | 13 |
| #55 of 616 | Zerquon.comzerquon.com | Other observed source | 3.87% | 11 | 284 | 13 |
| #56 of 616 | Aiclicks.ioaiclicks.io | Other observed source | 3.52% | 10 | 284 | 13 |
| #57 of 616 | Airops.comairops.com | Other observed source | 3.52% | 10 | 284 | 13 |
| #58 of 616 | AuthorityTechauthoritytech.io | Vendor-owned source | 3.52% | 10 | 284 | 13 |
| #59 of 616 | Averi.aiaveri.ai | Other observed source | 3.52% | 10 | 284 | 13 |
| #60 of 616 | Inquirerinquirer.net | Editorial publication | 3.52% | 10 | 284 | 13 |
| #61 of 616 | Rivo.iorivo.io | Other observed source | 3.52% | 10 | 284 | 13 |
| #62 of 616 | Scalenut.comscalenut.com | Other observed source | 3.52% | 10 | 284 | 13 |
| #63 of 616 | Sona.comsona.com | Other observed source | 3.52% | 10 | 284 | 13 |
| #64 of 616 | Alhena.aialhena.ai | Other observed source | 3.17% | 9 | 284 | 13 |
| #65 of 616 | Amicited.comamicited.com | Other observed source | 3.17% | 9 | 284 | 13 |
| #66 of 616 | Answersocrates.comanswersocrates.com | Other observed source | 3.17% | 9 | 284 | 13 |
| #67 of 616 | Brainlabsdigital.combrainlabsdigital.com | Other observed source | 3.17% | 9 | 284 | 13 |
| #68 of 616 | Explodingtopics.comexplodingtopics.com | Other observed source | 3.17% | 9 | 284 | 13 |
| #69 of 616 | Frizerly.comfrizerly.com | Vendor-owned source | 3.17% | 9 | 284 | 13 |
| #70 of 616 | Peec.aipeec.ai | Other observed source | 3.17% | 9 | 284 | 13 |
| #71 of 616 | Trakkr.aitrakkr.ai | Other observed source | 3.17% | 9 | 284 | 13 |
| #72 of 616 | Writesonic.comwritesonic.com | Other observed source | 3.17% | 9 | 284 | 13 |
| #73 of 616 | Adobe.comadobe.com | Vendor-owned source | 2.82% | 8 | 284 | 13 |
| #74 of 616 | Allmond.appallmond.app | Other observed source | 2.82% | 8 | 284 | 13 |
| #75 of 616 | Elfsight.comelfsight.com | Other observed source | 2.82% | 8 | 284 | 13 |
| #76 of 616 | Honeyb.aihoneyb.ai | Other observed source | 2.82% | 8 | 284 | 13 |
| #77 of 616 | Qoulomb.comqoulomb.com | Other observed source | 2.82% | 8 | 284 | 13 |
| #78 of 616 | Searchable.comsearchable.com | Other observed source | 2.82% | 8 | 284 | 13 |
| #79 of 616 | Trafficthinktank.comtrafficthinktank.com | Other observed source | 2.82% | 8 | 284 | 13 |
| #80 of 616 | Wix.comwix.com | Other observed source | 2.82% | 8 | 284 | 13 |
| #81 of 616 | Ziptie.devziptie.dev | Other observed source | 2.82% | 8 | 284 | 13 |
| #82 of 616 | Beamtrace.combeamtrace.com | Other observed source | 2.46% | 7 | 284 | 13 |
| #83 of 616 | Beomniscient.combeomniscient.com | Other observed source | 2.46% | 7 | 284 | 13 |
| #84 of 616 | Business.combusiness.com | Other observed source | 2.46% | 7 | 284 | 13 |
| #85 of 616 | Digitalapplied.comdigitalapplied.com | Vendor-owned source | 2.46% | 7 | 284 | 13 |
| #86 of 616 | Evertune.aievertune.ai | Other observed source | 2.46% | 7 | 284 | 13 |
| #87 of 616 | Monday.commonday.com | Vendor-owned source | 2.46% | 7 | 284 | 13 |
| #88 of 616 | Nightwatch.ionightwatch.io | Other observed source | 2.46% | 7 | 284 | 13 |
| #89 of 616 | Omniseo.comomniseo.com | Other observed source | 2.46% | 7 | 284 | 13 |
| #90 of 616 | Producthunt.comproducthunt.com | Other observed source | 2.46% | 7 | 284 | 13 |
| #91 of 616 | Promptmention.compromptmention.com | Other observed source | 2.46% | 7 | 284 | 13 |
| #92 of 616 | Search Engine Landsearchengineland.com | Editorial publication | 2.46% | 7 | 284 | 13 |
| #93 of 616 | Trustmary.comtrustmary.com | Other observed source | 2.46% | 7 | 284 | 13 |
| #94 of 616 | Unite.aiunite.ai | Other observed source | 2.46% | 7 | 284 | 13 |
| #95 of 616 | Analytics Insightanalyticsinsight.net | Editorial publication | 2.11% | 6 | 284 | 13 |
| #96 of 616 | Backlinko.combacklinko.com | Other observed source | 2.11% | 6 | 284 | 13 |
| #97 of 616 | Businesscloud.co.ukbusinesscloud.co.uk | Other observed source | 2.11% | 6 | 284 | 13 |
| #98 of 616 | Data-mania.comdata-mania.com | Analyst and consulting research | 2.11% | 6 | 284 | 13 |
| #99 of 616 | Getintel.aigetintel.ai | Vendor-owned source | 2.11% | 6 | 284 | 13 |
| #100 of 616 | Industry-lens.comindustry-lens.com | Vendor-owned source | 2.11% | 6 | 284 | 13 |
Showing the first 100 rows from 616 observed domains.
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. AI Visibility & GEO / Best tools: 616 observed source domains in the leaderboard, measured on 284 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/best_x. CC BY 4.0.Parrott, J. (2026). AI Visibility & GEO / Best tools 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/best_x https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mriaivisibilitygeobestx,
author = {Parrott, Jaxon},
title = {AI Visibility \& GEO / Best tools 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/best_x},
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.