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

Canonical URL: 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.

This is the public leaderboard for the exact AI Visibility & GEO / How buyers choose segment. Rates use the segment denominator only: 113 observed runs across 7 dates.

| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates | Confidence |
|---|---|---|---:|---:|---:|---:|---|
| #1 of 448 | [YouTube](https://machinerelations.ai/index/domains/youtube.com) | Search or media platform | 25.66% | 29 | 113 | 7 | Unavailable |
| #2 of 448 | [Brandviz.ai](https://machinerelations.ai/index/domains/brandviz.ai) | Other observed source | 13.27% | 15 | 113 | 7 | Unavailable |
| #3 of 448 | [Gen-optima.com](https://machinerelations.ai/index/domains/gen-optima.com) | Other observed source | 11.50% | 13 | 113 | 7 | Unavailable |
| #4 of 448 | [Mybrandi.ai](https://machinerelations.ai/index/domains/mybrandi.ai) | Other observed source | 11.50% | 13 | 113 | 7 | Unavailable |
| #5 of 448 | [LinkedIn](https://machinerelations.ai/index/domains/linkedin.com) | Community and social platform | 10.62% | 12 | 113 | 7 | Unavailable |
| #6 of 448 | [Stackmatix.com](https://machinerelations.ai/index/domains/stackmatix.com) | Other observed source | 10.62% | 12 | 113 | 7 | Unavailable |
| #7 of 448 | [Airfleet.co](https://machinerelations.ai/index/domains/airfleet.co) | Other observed source | 9.73% | 11 | 113 | 7 | Unavailable |
| #8 of 448 | [Averi.ai](https://machinerelations.ai/index/domains/averi.ai) | Other observed source | 9.73% | 11 | 113 | 7 | Unavailable |
| #9 of 448 | [Reddit](https://machinerelations.ai/index/domains/reddit.com) | Community and social platform | 9.73% | 11 | 113 | 7 | Unavailable |
| #10 of 448 | [Shadow.inc](https://machinerelations.ai/index/domains/shadow.inc) | Editorial publication | 9.73% | 11 | 113 | 7 | Unavailable |
| #11 of 448 | [Dageno.ai](https://machinerelations.ai/index/domains/dageno.ai) | Other observed source | 8.85% | 10 | 113 | 7 | Unavailable |
| #12 of 448 | [Hubspot.com](https://machinerelations.ai/index/domains/hubspot.com) | Vendor-owned source | 7.96% | 9 | 113 | 7 | Unavailable |
| #13 of 448 | [Mersel.ai](https://machinerelations.ai/index/domains/mersel.ai) | Other observed source | 7.96% | 9 | 113 | 7 | Unavailable |
| #14 of 448 | [Primacy.com](https://machinerelations.ai/index/domains/primacy.com) | Other observed source | 7.96% | 9 | 113 | 7 | Unavailable |
| #15 of 448 | [PR Newswire](https://machinerelations.ai/index/domains/prnewswire.com) | Editorial publication | 7.96% | 9 | 113 | 7 | Unavailable |
| #16 of 448 | [Xseek.io](https://machinerelations.ai/index/domains/xseek.io) | Other observed source | 7.96% | 9 | 113 | 7 | Unavailable |
| #17 of 448 | [Llmpulse.ai](https://machinerelations.ai/index/domains/llmpulse.ai) | Other observed source | 7.08% | 8 | 113 | 7 | Unavailable |
| #18 of 448 | [Botric.ai](https://machinerelations.ai/index/domains/botric.ai) | Other observed source | 6.19% | 7 | 113 | 7 | Unavailable |
| #19 of 448 | [Evertune.ai](https://machinerelations.ai/index/domains/evertune.ai) | Other observed source | 6.19% | 7 | 113 | 7 | Unavailable |
| #20 of 448 | [Geoptie.com](https://machinerelations.ai/index/domains/geoptie.com) | Other observed source | 6.19% | 7 | 113 | 7 | Unavailable |
| #21 of 448 | [Geovector.ai](https://machinerelations.ai/index/domains/geovector.ai) | Other observed source | 6.19% | 7 | 113 | 7 | Unavailable |
| #22 of 448 | [Gracker.ai](https://machinerelations.ai/index/domains/gracker.ai) | Editorial publication | 6.19% | 7 | 113 | 7 | Unavailable |
| #23 of 448 | [Kubnalbridge.com](https://machinerelations.ai/index/domains/kubnalbridge.com) | Other observed source | 6.19% | 7 | 113 | 7 | Unavailable |
| #24 of 448 | [Otterly.ai](https://machinerelations.ai/index/domains/otterly.ai) | Other observed source | 6.19% | 7 | 113 | 7 | Unavailable |
| #25 of 448 | [Quattr.com](https://machinerelations.ai/index/domains/quattr.com) | Other observed source | 6.19% | 7 | 113 | 7 | Unavailable |
| #26 of 448 | [Yotpo.com](https://machinerelations.ai/index/domains/yotpo.com) | Other observed source | 6.19% | 7 | 113 | 7 | Unavailable |
| #27 of 448 | [Ayzeo.com](https://machinerelations.ai/index/domains/ayzeo.com) | Other observed source | 5.31% | 6 | 113 | 7 | Unavailable |
| #28 of 448 | [Demandgenreport.com](https://machinerelations.ai/index/domains/demandgenreport.com) | Editorial publication | 5.31% | 6 | 113 | 7 | Unavailable |
| #29 of 448 | [Dev.to](https://machinerelations.ai/index/domains/dev.to) | Community and social platform | 5.31% | 6 | 113 | 7 | Unavailable |
| #30 of 448 | [Higoodie.com](https://machinerelations.ai/index/domains/higoodie.com) | Other observed source | 5.31% | 6 | 113 | 7 | Unavailable |
| #31 of 448 | [Limy.ai](https://machinerelations.ai/index/domains/limy.ai) | Other observed source | 5.31% | 6 | 113 | 7 | Unavailable |
| #32 of 448 | [Margen.net](https://machinerelations.ai/index/domains/margen.net) | Other observed source | 5.31% | 6 | 113 | 7 | Unavailable |
| #33 of 448 | [Optimizegeo.ai](https://machinerelations.ai/index/domains/optimizegeo.ai) | Other observed source | 5.31% | 6 | 113 | 7 | Unavailable |
| #34 of 448 | [Senso.ai](https://machinerelations.ai/index/domains/senso.ai) | Other observed source | 5.31% | 6 | 113 | 7 | Unavailable |
| #35 of 448 | [Seranking.com](https://machinerelations.ai/index/domains/seranking.com) | Other observed source | 5.31% | 6 | 113 | 7 | Unavailable |
| #36 of 448 | [Derivatex.agency](https://machinerelations.ai/index/domains/derivatex.agency) | Other observed source | 4.42% | 5 | 113 | 7 | Unavailable |
| #37 of 448 | [Frase.io](https://machinerelations.ai/index/domains/frase.io) | Other observed source | 4.42% | 5 | 113 | 7 | Unavailable |
| #38 of 448 | [Genixly.io](https://machinerelations.ai/index/domains/genixly.io) | Other observed source | 4.42% | 5 | 113 | 7 | Unavailable |
| #39 of 448 | [Semrush.com](https://machinerelations.ai/index/domains/semrush.com) | Vendor-owned source | 4.42% | 5 | 113 | 7 | Unavailable |
| #40 of 448 | [Thewhitebox.io](https://machinerelations.ai/index/domains/thewhitebox.io) | Other observed source | 4.42% | 5 | 113 | 7 | Unavailable |
| #41 of 448 | [Topify.ai](https://machinerelations.ai/index/domains/topify.ai) | Other observed source | 4.42% | 5 | 113 | 7 | Unavailable |
| #42 of 448 | [Useomnia.com](https://machinerelations.ai/index/domains/useomnia.com) | Other observed source | 4.42% | 5 | 113 | 7 | Unavailable |
| #43 of 448 | [Wrodium.com](https://machinerelations.ai/index/domains/wrodium.com) | Other observed source | 4.42% | 5 | 113 | 7 | Unavailable |
| #44 of 448 | [Airops.com](https://machinerelations.ai/index/domains/airops.com) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #45 of 448 | [Athenahq.ai](https://machinerelations.ai/index/domains/athenahq.ai) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #46 of 448 | [Bluefishai.com](https://machinerelations.ai/index/domains/bluefishai.com) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #47 of 448 | [Geol.ai](https://machinerelations.ai/index/domains/geol.ai) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #48 of 448 | [Ibm.com](https://machinerelations.ai/index/domains/ibm.com) | Vendor-owned source | 3.54% | 4 | 113 | 7 | Unavailable |
| #49 of 448 | [Maxaeo.ai](https://machinerelations.ai/index/domains/maxaeo.ai) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #50 of 448 | [Metehan.ai](https://machinerelations.ai/index/domains/metehan.ai) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #51 of 448 | [Mindstudio.ai](https://machinerelations.ai/index/domains/mindstudio.ai) | Vendor-owned source | 3.54% | 4 | 113 | 7 | Unavailable |
| #52 of 448 | [Reachllm.com](https://machinerelations.ai/index/domains/reachllm.com) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #53 of 448 | [Scrunch.com](https://machinerelations.ai/index/domains/scrunch.com) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #54 of 448 | [Siftly.ai](https://machinerelations.ai/index/domains/siftly.ai) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #55 of 448 | [Sitepoint.com](https://machinerelations.ai/index/domains/sitepoint.com) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #56 of 448 | [Therankmasters.com](https://machinerelations.ai/index/domains/therankmasters.com) | Vendor-owned source | 3.54% | 4 | 113 | 7 | Unavailable |
| #57 of 448 | [Toolsolved.com](https://machinerelations.ai/index/domains/toolsolved.com) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #58 of 448 | [Totheweb.com](https://machinerelations.ai/index/domains/totheweb.com) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #59 of 448 | [Tryprofound.com](https://machinerelations.ai/index/domains/tryprofound.com) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #60 of 448 | [Tryxlr8.ai](https://machinerelations.ai/index/domains/tryxlr8.ai) | Other observed source | 3.54% | 4 | 113 | 7 | Unavailable |
| #61 of 448 | [Adgine.ai](https://machinerelations.ai/index/domains/adgine.ai) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #62 of 448 | [Answersocrates.com](https://machinerelations.ai/index/domains/answersocrates.com) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #63 of 448 | [Deliberatedirections.com](https://machinerelations.ai/index/domains/deliberatedirections.com) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #64 of 448 | [Geoscout.pro](https://machinerelations.ai/index/domains/geoscout.pro) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #65 of 448 | [Geosoftwarerankings.com](https://machinerelations.ai/index/domains/geosoftwarerankings.com) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #66 of 448 | [HackerNoon](https://machinerelations.ai/index/domains/hackernoon.com) | Editorial publication | 2.65% | 3 | 113 | 7 | Unavailable |
| #67 of 448 | [Helloretail.com](https://machinerelations.ai/index/domains/helloretail.com) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #68 of 448 | [Ivristech.com](https://machinerelations.ai/index/domains/ivristech.com) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #69 of 448 | [Llmrefs.com](https://machinerelations.ai/index/domains/llmrefs.com) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #70 of 448 | [Medium](https://machinerelations.ai/index/domains/medium.com) | Editorial publication | 2.65% | 3 | 113 | 7 | Unavailable |
| #71 of 448 | [Nicklafferty.com](https://machinerelations.ai/index/domains/nicklafferty.com) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #72 of 448 | [Pepper.inc](https://machinerelations.ai/index/domains/pepper.inc) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #73 of 448 | [Presenc.ai](https://machinerelations.ai/index/domains/presenc.ai) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #74 of 448 | [Reply.com](https://machinerelations.ai/index/domains/reply.com) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #75 of 448 | [Searchengineland.com](https://machinerelations.ai/index/domains/searchengineland.com) | Search or media platform | 2.65% | 3 | 113 | 7 | Unavailable |
| #76 of 448 | [Seerinteractive.com](https://machinerelations.ai/index/domains/seerinteractive.com) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #77 of 448 | [Shelf-made.com](https://machinerelations.ai/index/domains/shelf-made.com) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #78 of 448 | [Thefinalcode.com](https://machinerelations.ai/index/domains/thefinalcode.com) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #79 of 448 | [Workduo.ai](https://machinerelations.ai/index/domains/workduo.ai) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #80 of 448 | [Zapier.com](https://machinerelations.ai/index/domains/zapier.com) | Vendor-owned source | 2.65% | 3 | 113 | 7 | Unavailable |
| #81 of 448 | [Ziptie.dev](https://machinerelations.ai/index/domains/ziptie.dev) | Other observed source | 2.65% | 3 | 113 | 7 | Unavailable |
| #82 of 448 | [365iwebdesign.co.uk](https://machinerelations.ai/index/domains/365iwebdesign.co.uk) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #83 of 448 | [Aeohunt.com](https://machinerelations.ai/index/domains/aeohunt.com) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #84 of 448 | [Ahrefs.com](https://machinerelations.ai/index/domains/ahrefs.com) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #85 of 448 | [Airankchecker.net](https://machinerelations.ai/index/domains/airankchecker.net) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #86 of 448 | [Airanklab.com](https://machinerelations.ai/index/domains/airanklab.com) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #87 of 448 | [Beamtrace.com](https://machinerelations.ai/index/domains/beamtrace.com) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #88 of 448 | [Belmont.edu](https://machinerelations.ai/index/domains/belmont.edu) | Academic and government source | 1.77% | 2 | 113 | 7 | Unavailable |
| #89 of 448 | [Birdeye.com](https://machinerelations.ai/index/domains/birdeye.com) | Vendor-owned source | 1.77% | 2 | 113 | 7 | Unavailable |
| #90 of 448 | [Brandradar.ai](https://machinerelations.ai/index/domains/brandradar.ai) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #91 of 448 | [Carto.com](https://machinerelations.ai/index/domains/carto.com) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #92 of 448 | [Citely.ai](https://machinerelations.ai/index/domains/citely.ai) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #93 of 448 | [Clickrank.ai](https://machinerelations.ai/index/domains/clickrank.ai) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #94 of 448 | [Comparethe.ai](https://machinerelations.ai/index/domains/comparethe.ai) | Market and company database | 1.77% | 2 | 113 | 7 | Unavailable |
| #95 of 448 | [Conbersa.ai](https://machinerelations.ai/index/domains/conbersa.ai) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #96 of 448 | [Contentful.com](https://machinerelations.ai/index/domains/contentful.com) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #97 of 448 | [Crowdreply.io](https://machinerelations.ai/index/domains/crowdreply.io) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #98 of 448 | [Digitaljuicesolutions.com.au](https://machinerelations.ai/index/domains/digitaljuicesolutions.com.au) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #99 of 448 | [Discoveredlabs.com](https://machinerelations.ai/index/domains/discoveredlabs.com) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |
| #100 of 448 | [Eesel.ai](https://machinerelations.ai/index/domains/eesel.ai) | Other observed source | 1.77% | 2 | 113 | 7 | Unavailable |

## Citation

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.