Evidence floor met in this release.
Published segment leaderboard
AI Visibility & GEO: Is it worth it in the Machine Relations Index
This leaderboard uses only the AI Visibility & GEO / Is it worth it segment denominator: 137 observed answer runs across 7 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 | Confidence |
|---|---|---|---|---|---|---|---|
| #1 of 467 | Redditreddit.com | Community and social platform | 27.74% | 38 | 137 | 7 | Unavailable |
| #2 of 467 | Stackmatix.comstackmatix.com | Other observed source | 19.71% | 27 | 137 | 7 | Unavailable |
| #3 of 467 | YouTubeyoutube.com | Search or media platform | 18.25% | 25 | 137 | 7 | Unavailable |
| #4 of 467 | Averi.aiaveri.ai | Other observed source | 15.33% | 21 | 137 | 7 | Unavailable |
| #5 of 467 | Hubspot.comhubspot.com | Vendor-owned source | 13.87% | 19 | 137 | 7 | Unavailable |
| #6 of 467 | Frase.iofrase.io | Other observed source | 13.14% | 18 | 137 | 7 | Unavailable |
| #7 of 467 | LinkedInlinkedin.com | Community and social platform | 13.14% | 18 | 137 | 7 | Unavailable |
| #8 of 467 | Authoritytech.ioauthoritytech.io | Editorial publication | 12.41% | 17 | 137 | 7 | Unavailable |
| #9 of 467 | Digitalapplied.comdigitalapplied.com | Other observed source | 11.68% | 16 | 137 | 7 | Unavailable |
| #10 of 467 | Discoveredlabs.comdiscoveredlabs.com | Other observed source | 10.95% | 15 | 137 | 7 | Unavailable |
| #11 of 467 | Siftly.aisiftly.ai | Other observed source | 10.22% | 14 | 137 | 7 | Unavailable |
| #12 of 467 | Wrodium.comwrodium.com | Other observed source | 10.22% | 14 | 137 | 7 | Unavailable |
| #13 of 467 | Thedigitalbloom.comthedigitalbloom.com | Analyst and consulting research | 9.49% | 13 | 137 | 7 | Unavailable |
| #14 of 467 | Useomnia.comuseomnia.com | Other observed source | 9.49% | 13 | 137 | 7 | Unavailable |
| #15 of 467 | Searchable.comsearchable.com | Other observed source | 8.76% | 12 | 137 | 7 | Unavailable |
| #16 of 467 | Searchengineland.comsearchengineland.com | Search or media platform | 8.76% | 12 | 137 | 7 | Unavailable |
| #17 of 467 | Topify.aitopify.ai | Other observed source | 8.76% | 12 | 137 | 7 | Unavailable |
| #18 of 467 | Airops.comairops.com | Other observed source | 8.03% | 11 | 137 | 7 | Unavailable |
| #19 of 467 | Katarinadahlin.comkatarinadahlin.com | Other observed source | 8.03% | 11 | 137 | 7 | Unavailable |
| #20 of 467 | Mediummedium.com | Editorial publication | 8.03% | 11 | 137 | 7 | Unavailable |
| #21 of 467 | Seranking.comseranking.com | Other observed source | 8.03% | 11 | 137 | 7 | Unavailable |
| #22 of 467 | Airankchecker.netairankchecker.net | Other observed source | 7.30% | 10 | 137 | 7 | Unavailable |
| #23 of 467 | Atomicagi.comatomicagi.com | Other observed source | 7.30% | 10 | 137 | 7 | Unavailable |
| #24 of 467 | Position.digitalposition.digital | Other observed source | 7.30% | 10 | 137 | 7 | Unavailable |
| #25 of 467 | Presenc.aipresenc.ai | Other observed source | 7.30% | 10 | 137 | 7 | Unavailable |
| #26 of 467 | Ziptie.devziptie.dev | Other observed source | 7.30% | 10 | 137 | 7 | Unavailable |
| #27 of 467 | Citations.iocitations.io | Other observed source | 6.57% | 9 | 137 | 7 | Unavailable |
| #28 of 467 | Digiday.comdigiday.com | Other observed source | 6.57% | 9 | 137 | 7 | Unavailable |
| #29 of 467 | Slatehq.comslatehq.com | Other observed source | 6.57% | 9 | 137 | 7 | Unavailable |
| #30 of 467 | Therankmasters.comtherankmasters.com | Vendor-owned source | 6.57% | 9 | 137 | 7 | Unavailable |
| #31 of 467 | Animalz.coanimalz.co | Other observed source | 5.11% | 7 | 137 | 7 | Unavailable |
| #32 of 467 | Ayzeo.comayzeo.com | Other observed source | 5.11% | 7 | 137 | 7 | Unavailable |
| #33 of 467 | Higoodie.comhigoodie.com | Other observed source | 5.11% | 7 | 137 | 7 | Unavailable |
| #34 of 467 | Indexly.aiindexly.ai | Other observed source | 5.11% | 7 | 137 | 7 | Unavailable |
| #35 of 467 | Mqlmagnet.commqlmagnet.com | Vendor-owned source | 5.11% | 7 | 137 | 7 | Unavailable |
| #36 of 467 | NIHnih.gov | Academic and government source | 5.11% | 7 | 137 | 7 | Unavailable |
| #37 of 467 | Omnibound.aiomnibound.ai | Vendor-owned source | 5.11% | 7 | 137 | 7 | Unavailable |
| #38 of 467 | Optimizegeo.aioptimizegeo.ai | Other observed source | 5.11% | 7 | 137 | 7 | Unavailable |
| #39 of 467 | Seekon.aiseekon.ai | Other observed source | 5.11% | 7 | 137 | 7 | Unavailable |
| #40 of 467 | Trackmyvisibility.comtrackmyvisibility.com | Other observed source | 5.11% | 7 | 137 | 7 | Unavailable |
| #41 of 467 | Arxiv.orgarxiv.org | Academic and government source | 4.38% | 6 | 137 | 7 | Unavailable |
| #42 of 467 | Cited.socited.so | Other observed source | 4.38% | 6 | 137 | 7 | Unavailable |
| #43 of 467 | Conductor.comconductor.com | Other observed source | 4.38% | 6 | 137 | 7 | Unavailable |
| #44 of 467 | Semrush.comsemrush.com | Vendor-owned source | 4.38% | 6 | 137 | 7 | Unavailable |
| #45 of 467 | TechRadartechradar.com | Editorial publication | 4.38% | 6 | 137 | 7 | Unavailable |
| #46 of 467 | Ahrefs.comahrefs.com | Other observed source | 3.65% | 5 | 137 | 7 | Unavailable |
| #47 of 467 | Airanklab.comairanklab.com | Other observed source | 3.65% | 5 | 137 | 7 | Unavailable |
| #48 of 467 | Arcalea.comarcalea.com | Other observed source | 3.65% | 5 | 137 | 7 | Unavailable |
| #49 of 467 | Campaigncreators.comcampaigncreators.com | Other observed source | 3.65% | 5 | 137 | 7 | Unavailable |
| #50 of 467 | Onely.comonely.com | Other observed source | 3.65% | 5 | 137 | 7 | Unavailable |
| #51 of 467 | Rankability.comrankability.com | Other observed source | 3.65% | 5 | 137 | 7 | Unavailable |
| #52 of 467 | Ritnerdigital.comritnerdigital.com | Other observed source | 3.65% | 5 | 137 | 7 | Unavailable |
| #53 of 467 | Seerinteractive.comseerinteractive.com | Other observed source | 3.65% | 5 | 137 | 7 | Unavailable |
| #54 of 467 | Singularity.digitalsingularity.digital | Other observed source | 3.65% | 5 | 137 | 7 | Unavailable |
| #55 of 467 | Xseek.ioxseek.io | Other observed source | 3.65% | 5 | 137 | 7 | Unavailable |
| #56 of 467 | Yotpo.comyotpo.com | Other observed source | 3.65% | 5 | 137 | 7 | Unavailable |
| #57 of 467 | Zapier.comzapier.com | Vendor-owned source | 3.65% | 5 | 137 | 7 | Unavailable |
| #58 of 467 | Aeomotor.seaeomotor.se | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #59 of 467 | Aeovisor.comaeovisor.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #60 of 467 | Aiadvantageagency.comaiadvantageagency.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #61 of 467 | Amicited.comamicited.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #62 of 467 | Amplitude.comamplitude.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #63 of 467 | Backlinko.combacklinko.com | Vendor-owned source | 2.92% | 4 | 137 | 7 | Unavailable |
| #64 of 467 | Bradleebartlett.combradleebartlett.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #65 of 467 | Citespark.comcitespark.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #66 of 467 | Geoinvesting.comgeoinvesting.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #67 of 467 | Get-ryze.aiget-ryze.ai | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #68 of 467 | Investing.com (Australia)investing.com | Editorial publication | 2.92% | 4 | 137 | 7 | Unavailable |
| #69 of 467 | Machinerelations.aimachinerelations.ai | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #70 of 467 | Nav43.comnav43.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #71 of 467 | Opensight.devopensight.dev | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #72 of 467 | Percepture.compercepture.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #73 of 467 | Radarkit.airadarkit.ai | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #74 of 467 | Searchscore.iosearchscore.io | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #75 of 467 | Superlines.iosuperlines.io | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #76 of 467 | Technologychecker.iotechnologychecker.io | Market and company database | 2.92% | 4 | 137 | 7 | Unavailable |
| #77 of 467 | Trysight.aitrysight.ai | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #78 of 467 | Uxtigers.comuxtigers.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #79 of 467 | Wix.comwix.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #80 of 467 | Wpengine.comwpengine.com | Other observed source | 2.92% | 4 | 137 | 7 | Unavailable |
| #81 of 467 | 12amagency.com12amagency.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #82 of 467 | Agentwelt.comagentwelt.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #83 of 467 | Agenxus.comagenxus.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #84 of 467 | Aruntastic.comaruntastic.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #85 of 467 | Atyla.ioatyla.io | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #86 of 467 | Business.combusiness.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #87 of 467 | Channelchek.comchannelchek.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #88 of 467 | Chatcite.comchatcite.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #89 of 467 | Citescopeai.comcitescopeai.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #90 of 467 | Citespy.appcitespy.app | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #91 of 467 | Citovo.comcitovo.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #92 of 467 | Dageno.aidageno.ai | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #93 of 467 | Dataslayer.aidataslayer.ai | Market and company database | 2.19% | 3 | 137 | 7 | Unavailable |
| #94 of 467 | Erlin.aierlin.ai | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #95 of 467 | Evergreen.mediaevergreen.media | Editorial publication | 2.19% | 3 | 137 | 7 | Unavailable |
| #96 of 467 | Geoclarity.iogeoclarity.io | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #97 of 467 | Geoptie.comgeoptie.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #98 of 467 | Getpassionfruit.comgetpassionfruit.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
| #99 of 467 | Gorilla.marketinggorilla.marketing | Market and company database | 2.19% | 3 | 137 | 7 | Unavailable |
| #100 of 467 | Linkeddit.comlinkeddit.com | Other observed source | 2.19% | 3 | 137 | 7 | Unavailable |
Showing the first 100 rows from 467 observed domains.
Release and boundary
How to cite this segment
AI Visibility & GEO / Is it worth it: 467 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/is_x_worth.
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.