# Education & Training: How buyers choose in the Machine Relations Index

Canonical URL: https://machinerelations.ai/index/categories/education-training/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 Education & Training / How buyers choose segment. Rates use the segment denominator only: 130 observed runs across 7 dates.

| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates | Confidence |
|---|---|---|---:|---:|---:|---:|---|
| #1 of 249 | [Reddit](https://machinerelations.ai/index/domains/reddit.com) | Community and social platform | 17.69% | 23 | 130 | 7 | Unavailable |
| #2 of 249 | [Coggno.com](https://machinerelations.ai/index/domains/coggno.com) | Other observed source | 14.62% | 19 | 130 | 7 | Unavailable |
| #3 of 249 | [Talentlms.com](https://machinerelations.ai/index/domains/talentlms.com) | Other observed source | 11.54% | 15 | 130 | 7 | Unavailable |
| #4 of 249 | [Lmspedia.org](https://machinerelations.ai/index/domains/lmspedia.org) | Other observed source | 10.77% | 14 | 130 | 7 | Unavailable |
| #5 of 249 | [LinkedIn](https://machinerelations.ai/index/domains/linkedin.com) | Community and social platform | 10.00% | 13 | 130 | 7 | Unavailable |
| #6 of 249 | [Mctaba.com](https://machinerelations.ai/index/domains/mctaba.com) | Other observed source | 9.23% | 12 | 130 | 7 | Unavailable |
| #7 of 249 | [360learning.com](https://machinerelations.ai/index/domains/360learning.com) | Other observed source | 8.46% | 11 | 130 | 7 | Unavailable |
| #8 of 249 | [D2l.com](https://machinerelations.ai/index/domains/d2l.com) | Other observed source | 7.69% | 10 | 130 | 7 | Unavailable |
| #9 of 249 | [Zenrisho.com](https://machinerelations.ai/index/domains/zenrisho.com) | Other observed source | 7.69% | 10 | 130 | 7 | Unavailable |
| #10 of 249 | [Coursecareers.com](https://machinerelations.ai/index/domains/coursecareers.com) | Other observed source | 6.92% | 9 | 130 | 7 | Unavailable |
| #11 of 249 | [Digitaldefynd.com](https://machinerelations.ai/index/domains/digitaldefynd.com) | Academic and government source | 6.92% | 9 | 130 | 7 | Unavailable |
| #12 of 249 | [Upenn.edu](https://machinerelations.ai/index/domains/upenn.edu) | Academic and government source | 6.92% | 9 | 130 | 7 | Unavailable |
| #13 of 249 | [Goskills.com](https://machinerelations.ai/index/domains/goskills.com) | Other observed source | 6.15% | 8 | 130 | 7 | Unavailable |
| #14 of 249 | [Tribalhabits.com](https://machinerelations.ai/index/domains/tribalhabits.com) | Other observed source | 6.15% | 8 | 130 | 7 | Unavailable |
| #15 of 249 | [Creadefy.com](https://machinerelations.ai/index/domains/creadefy.com) | Other observed source | 5.38% | 7 | 130 | 7 | Unavailable |
| #16 of 249 | [Ruzuku.com](https://machinerelations.ai/index/domains/ruzuku.com) | Other observed source | 5.38% | 7 | 130 | 7 | Unavailable |
| #17 of 249 | [Workramp.com](https://machinerelations.ai/index/domains/workramp.com) | Other observed source | 5.38% | 7 | 130 | 7 | Unavailable |
| #18 of 249 | [YouTube](https://machinerelations.ai/index/domains/youtube.com) | Search or media platform | 5.38% | 7 | 130 | 7 | Unavailable |
| #19 of 249 | [Infinisynapse.com](https://machinerelations.ai/index/domains/infinisynapse.com) | Other observed source | 4.62% | 6 | 130 | 7 | Unavailable |
| #20 of 249 | [Lifterlms.com](https://machinerelations.ai/index/domains/lifterlms.com) | Other observed source | 4.62% | 6 | 130 | 7 | Unavailable |
| #21 of 249 | [Microsoft.com](https://machinerelations.ai/index/domains/microsoft.com) | Vendor-owned source | 4.62% | 6 | 130 | 7 | Unavailable |
| #22 of 249 | [Thinkific.com](https://machinerelations.ai/index/domains/thinkific.com) | Other observed source | 4.62% | 6 | 130 | 7 | Unavailable |
| #23 of 249 | [Verifyed.org](https://machinerelations.ai/index/domains/verifyed.org) | Other observed source | 4.62% | 6 | 130 | 7 | Unavailable |
| #24 of 249 | [Cypherlearning.com](https://machinerelations.ai/index/domains/cypherlearning.com) | Other observed source | 3.85% | 5 | 130 | 7 | Unavailable |
| #25 of 249 | [Docebo.com](https://machinerelations.ai/index/domains/docebo.com) | Other observed source | 3.85% | 5 | 130 | 7 | Unavailable |
| #26 of 249 | [G2](https://machinerelations.ai/index/domains/g2.com) | Market and company database | 3.85% | 5 | 130 | 7 | Unavailable |
| #27 of 249 | [Getbridge.com](https://machinerelations.ai/index/domains/getbridge.com) | Other observed source | 3.85% | 5 | 130 | 7 | Unavailable |
| #28 of 249 | [Icantech.ai](https://machinerelations.ai/index/domains/icantech.ai) | Other observed source | 3.85% | 5 | 130 | 7 | Unavailable |
| #29 of 249 | [Mavenanalytics.io](https://machinerelations.ai/index/domains/mavenanalytics.io) | Market and company database | 3.85% | 5 | 130 | 7 | Unavailable |
| #30 of 249 | [Thirst.io](https://machinerelations.ai/index/domains/thirst.io) | Other observed source | 3.85% | 5 | 130 | 7 | Unavailable |
| #31 of 249 | [Touchclass.com](https://machinerelations.ai/index/domains/touchclass.com) | Other observed source | 3.85% | 5 | 130 | 7 | Unavailable |
| #32 of 249 | [Uniathena.com](https://machinerelations.ai/index/domains/uniathena.com) | Other observed source | 3.85% | 5 | 130 | 7 | Unavailable |
| #33 of 249 | [Absorblms.com](https://machinerelations.ai/index/domains/absorblms.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #34 of 249 | [Arythmatic.cloud](https://machinerelations.ai/index/domains/arythmatic.cloud) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #35 of 249 | [Ascendacademy.io](https://machinerelations.ai/index/domains/ascendacademy.io) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #36 of 249 | [Certichecker.com](https://machinerelations.ai/index/domains/certichecker.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #37 of 249 | [Compono.com](https://machinerelations.ai/index/domains/compono.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #38 of 249 | [Cornerstoneondemand.com](https://machinerelations.ai/index/domains/cornerstoneondemand.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #39 of 249 | [Cortexelevate.com](https://machinerelations.ai/index/domains/cortexelevate.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #40 of 249 | [Course.careers](https://machinerelations.ai/index/domains/course.careers) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #41 of 249 | [Coursera.org](https://machinerelations.ai/index/domains/coursera.org) | Editorial publication | 3.08% | 4 | 130 | 7 | Unavailable |
| #42 of 249 | [Eleapsoftware.com](https://machinerelations.ai/index/domains/eleapsoftware.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #43 of 249 | [Elearningtrendz.com](https://machinerelations.ai/index/domains/elearningtrendz.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #44 of 249 | [Elucidat.com](https://machinerelations.ai/index/domains/elucidat.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #45 of 249 | [Fourthrev.com](https://machinerelations.ai/index/domains/fourthrev.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #46 of 249 | [Goodhabitz.com](https://machinerelations.ai/index/domains/goodhabitz.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #47 of 249 | [Grow.google](https://machinerelations.ai/index/domains/grow.google) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #48 of 249 | [Lumos.com](https://machinerelations.ai/index/domains/lumos.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #49 of 249 | [Nhimg.org](https://machinerelations.ai/index/domains/nhimg.org) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #50 of 249 | [Nobledesktop.com](https://machinerelations.ai/index/domains/nobledesktop.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #51 of 249 | [Pluralsight.com](https://machinerelations.ai/index/domains/pluralsight.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #52 of 249 | [Quickstart.com](https://machinerelations.ai/index/domains/quickstart.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #53 of 249 | [Resumly.ai](https://machinerelations.ai/index/domains/resumly.ai) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #54 of 249 | [Scalekit.com](https://machinerelations.ai/index/domains/scalekit.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #55 of 249 | [Scholaro.com](https://machinerelations.ai/index/domains/scholaro.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #56 of 249 | [Selleo.com](https://machinerelations.ai/index/domains/selleo.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #57 of 249 | [Stitchflow.com](https://machinerelations.ai/index/domains/stitchflow.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #58 of 249 | [Study.com](https://machinerelations.ai/index/domains/study.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #59 of 249 | [Supertokens.com](https://machinerelations.ai/index/domains/supertokens.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #60 of 249 | [Theinterviewguys.com](https://machinerelations.ai/index/domains/theinterviewguys.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #61 of 249 | [Traliant.com](https://machinerelations.ai/index/domains/traliant.com) | Other observed source | 3.08% | 4 | 130 | 7 | Unavailable |
| #62 of 249 | [Accordlms.com](https://machinerelations.ai/index/domains/accordlms.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #63 of 249 | [Aquilonlms.com](https://machinerelations.ai/index/domains/aquilonlms.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #64 of 249 | [Asp.events](https://machinerelations.ai/index/domains/asp.events) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #65 of 249 | [Balkan.id](https://machinerelations.ai/index/domains/balkan.id) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #66 of 249 | [Certififree.com](https://machinerelations.ai/index/domains/certififree.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #67 of 249 | [Companylms.com](https://machinerelations.ai/index/domains/companylms.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #68 of 249 | [Computerscience.org](https://machinerelations.ai/index/domains/computerscience.org) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #69 of 249 | [Computerworld.com](https://machinerelations.ai/index/domains/computerworld.com) | Editorial publication | 2.31% | 3 | 130 | 7 | Unavailable |
| #70 of 249 | [Cxcherry.io](https://machinerelations.ai/index/domains/cxcherry.io) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #71 of 249 | [Dataquest.io](https://machinerelations.ai/index/domains/dataquest.io) | Market and company database | 2.31% | 3 | 130 | 7 | Unavailable |
| #72 of 249 | [Digitallearninginstitute.com](https://machinerelations.ai/index/domains/digitallearninginstitute.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #73 of 249 | [E-verify.gov](https://machinerelations.ai/index/domains/e-verify.gov) | Academic and government source | 2.31% | 3 | 130 | 7 | Unavailable |
| #74 of 249 | [Emtrain.com](https://machinerelations.ai/index/domains/emtrain.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #75 of 249 | [Facebook.com](https://machinerelations.ai/index/domains/facebook.com) | Community and social platform | 2.31% | 3 | 130 | 7 | Unavailable |
| #76 of 249 | [Kajabi.com](https://machinerelations.ai/index/domains/kajabi.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #77 of 249 | [Knowledgecity.com](https://machinerelations.ai/index/domains/knowledgecity.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #78 of 249 | [Learnworlds.com](https://machinerelations.ai/index/domains/learnworlds.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #79 of 249 | [Lmsportals.com](https://machinerelations.ai/index/domains/lmsportals.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #80 of 249 | [Mciskills.com](https://machinerelations.ai/index/domains/mciskills.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #81 of 249 | [Need2succeed.co.uk](https://machinerelations.ai/index/domains/need2succeed.co.uk) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #82 of 249 | [Paradisosolutions.com](https://machinerelations.ai/index/domains/paradisosolutions.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #83 of 249 | [Peopledevelopmentmagazine.com](https://machinerelations.ai/index/domains/peopledevelopmentmagazine.com) | Editorial publication | 2.31% | 3 | 130 | 7 | Unavailable |
| #84 of 249 | [Peoplemanagingpeople.com](https://machinerelations.ai/index/domains/peoplemanagingpeople.com) | Editorial publication | 2.31% | 3 | 130 | 7 | Unavailable |
| #85 of 249 | [Raccoongang.com](https://machinerelations.ai/index/domains/raccoongang.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #86 of 249 | [Skilljar.com](https://machinerelations.ai/index/domains/skilljar.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #87 of 249 | [Sourcelabs.dev](https://machinerelations.ai/index/domains/sourcelabs.dev) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #88 of 249 | [Startupmandi.in](https://machinerelations.ai/index/domains/startupmandi.in) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #89 of 249 | [Study-nook.org](https://machinerelations.ai/index/domains/study-nook.org) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #90 of 249 | [Talentedlearning.com](https://machinerelations.ai/index/domains/talentedlearning.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #91 of 249 | [Trueoriginal.com](https://machinerelations.ai/index/domains/trueoriginal.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #92 of 249 | [Truescho.com](https://machinerelations.ai/index/domains/truescho.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #93 of 249 | [Umu.com](https://machinerelations.ai/index/domains/umu.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #94 of 249 | [Upskillist.pro](https://machinerelations.ai/index/domains/upskillist.pro) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #95 of 249 | [Verifyed.io](https://machinerelations.ai/index/domains/verifyed.io) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #96 of 249 | [Wbscodingschool.com](https://machinerelations.ai/index/domains/wbscodingschool.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #97 of 249 | [Workos.com](https://machinerelations.ai/index/domains/workos.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #98 of 249 | [Yoobic.com](https://machinerelations.ai/index/domains/yoobic.com) | Other observed source | 2.31% | 3 | 130 | 7 | Unavailable |
| #99 of 249 | [Zendesk.com](https://machinerelations.ai/index/domains/zendesk.com) | Vendor-owned source | 2.31% | 3 | 130 | 7 | Unavailable |
| #100 of 249 | [20minutemarketing.com.au](https://machinerelations.ai/index/domains/20minutemarketing.com.au) | Market and company database | 1.54% | 2 | 130 | 7 | Unavailable |

## Citation

Education & Training / How buyers choose: 249 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/education-training/how_choose.