Evidence floor met in this release.
Published segment leaderboard
Family Software: Top lists in the Machine Relations Index
This leaderboard uses only the Family Software / Top lists segment denominator: 239 observed answer runs across 12 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 309 | Apple News (Syndication from Grit Daily)apple.com | Other observed source | 29.29% | 70 | 239 | 12 |
| #2 of 309 | Modakmakers.commodakmakers.com | Other observed source | 17.57% | 42 | 239 | 12 |
| #3 of 309 | Spellingjoy.comspellingjoy.com | Other observed source | 17.15% | 41 | 239 | 12 |
| #4 of 309 | Kidkarma.appkidkarma.app | Other observed source | 14.23% | 34 | 239 | 12 |
| #5 of 309 | Finder.comfinder.com | Editorial publication | 13.39% | 32 | 239 | 12 |
| #6 of 309 | Allaboutcookies.orgallaboutcookies.org | Other observed source | 12.97% | 31 | 239 | 12 |
| #7 of 309 | Bark.usbark.us | Other observed source | 12.13% | 29 | 239 | 12 |
| #8 of 309 | Point-up.co.ukpoint-up.co.uk | Other observed source | 12.13% | 29 | 239 | 12 |
| #9 of 309 | Redditreddit.com | Community and social platform | 12.13% | 29 | 239 | 12 |
| #10 of 309 | Moneyprodigy.commoneyprodigy.com | Other observed source | 10.88% | 26 | 239 | 12 |
| #11 of 309 | Greenlight.comgreenlight.com | Other observed source | 10.46% | 25 | 239 | 12 |
| #12 of 309 | Prodigygame.comprodigygame.com | Other observed source | 10.46% | 25 | 239 | 12 |
| #13 of 309 | Pennytime.apppennytime.app | Other observed source | 10.04% | 24 | 239 | 12 |
| #14 of 309 | Safewise.comsafewise.com | Other observed source | 9.62% | 23 | 239 | 12 |
| #15 of 309 | Monstermath.appmonstermath.app | Other observed source | 8.79% | 21 | 239 | 12 |
| #16 of 309 | Funexpectedapps.comfunexpectedapps.com | Other observed source | 7.53% | 18 | 239 | 12 |
| #17 of 309 | Useboomerang.comuseboomerang.com | Other observed source | 6.69% | 16 | 239 | 12 |
| #18 of 309 | Impulsec.comimpulsec.com | Other observed source | 6.28% | 15 | 239 | 12 |
| #19 of 309 | Bankrate.combankrate.com | Other observed source | 5.86% | 14 | 239 | 12 |
| #20 of 309 | Kidcat.iokidcat.io | Other observed source | 5.44% | 13 | 239 | 12 |
| #21 of 309 | Millennialmoney.commillennialmoney.com | Other observed source | 5.44% | 13 | 239 | 12 |
| #22 of 309 | Mwm.aimwm.ai | Other observed source | 5.44% | 13 | 239 | 12 |
| #23 of 309 | Youngandtheinvested.comyoungandtheinvested.com | Other observed source | 5.44% | 13 | 239 | 12 |
| #24 of 309 | Security.orgsecurity.org | Other observed source | 5.02% | 12 | 239 | 12 |
| #25 of 309 | Wondershare.comwondershare.com | Other observed source | 5.02% | 12 | 239 | 12 |
| #26 of 309 | Growtide.appgrowtide.app | Other observed source | 4.60% | 11 | 239 | 12 |
| #27 of 309 | Joingerald.comjoingerald.com | Other observed source | 4.60% | 11 | 239 | 12 |
| #28 of 309 | Kiddikash.comkiddikash.com | Other observed source | 4.60% | 11 | 239 | 12 |
| #29 of 309 | Parentingpatch.comparentingpatch.com | Other observed source | 4.60% | 11 | 239 | 12 |
| #30 of 309 | Uptodown.comuptodown.com | Other observed source | 4.60% | 11 | 239 | 12 |
| #31 of 309 | Moneyparents.commoneyparents.com | Other observed source | 4.18% | 10 | 239 | 12 |
| #32 of 309 | Thehightechsociety.comthehightechsociety.com | Vendor-owned source | 4.18% | 10 | 239 | 12 |
| #33 of 309 | Thepennyhoarder.comthepennyhoarder.com | Other observed source | 4.18% | 10 | 239 | 12 |
| #34 of 309 | YouTubeyoutube.com | Search or media platform | 4.18% | 10 | 239 | 12 |
| #35 of 309 | Acorns.comacorns.com | Other observed source | 3.77% | 9 | 239 | 12 |
| #36 of 309 | Bestmoney.combestmoney.com | Other observed source | 3.77% | 9 | 239 | 12 |
| #37 of 309 | Choresplit.comchoresplit.com | Other observed source | 3.77% | 9 | 239 | 12 |
| #38 of 309 | Forbesforbes.com | Editorial publication | 3.77% | 9 | 239 | 12 |
| #39 of 309 | Getsense.aigetsense.ai | Other observed source | 3.77% | 9 | 239 | 12 |
| #40 of 309 | Homey.apphomey.app | Other observed source | 3.77% | 9 | 239 | 12 |
| #41 of 309 | Netspy.netnetspy.net | Other observed source | 3.77% | 9 | 239 | 12 |
| #42 of 309 | Qustodio.comqustodio.com | Other observed source | 3.77% | 9 | 239 | 12 |
| #43 of 309 | TechRadartechradar.com | Editorial publication | 3.77% | 9 | 239 | 12 |
| #44 of 309 | Canopy.uscanopy.us | Other observed source | 3.35% | 8 | 239 | 12 |
| #45 of 309 | Cybersafely.aicybersafely.ai | Other observed source | 3.35% | 8 | 239 | 12 |
| #46 of 309 | Kikaroo.appkikaroo.app | Other observed source | 3.35% | 8 | 239 | 12 |
| #47 of 309 | Mathandsnake.commathandsnake.com | Other observed source | 3.35% | 8 | 239 | 12 |
| #48 of 309 | Ourcal.comourcal.com | Other observed source | 3.35% | 8 | 239 | 12 |
| #49 of 309 | The Adaptistthe-adaptist.com | Editorial publication | 3.35% | 8 | 239 | 12 |
| #50 of 309 | Timily.apptimily.app | Other observed source | 3.35% | 8 | 239 | 12 |
| #51 of 309 | Airdroid.comairdroid.com | Other observed source | 2.93% | 7 | 239 | 12 |
| #52 of 309 | Brighterly.combrighterly.com | Other observed source | 2.93% | 7 | 239 | 12 |
| #53 of 309 | Cuemath.comcuemath.com | Other observed source | 2.93% | 7 | 239 | 12 |
| #54 of 309 | Goodmoneyguide.comgoodmoneyguide.com | Other observed source | 2.93% | 7 | 239 | 12 |
| #55 of 309 | Helmit.orghelmit.org | Other observed source | 2.93% | 7 | 239 | 12 |
| #56 of 309 | Kidslox.comkidslox.com | Other observed source | 2.93% | 7 | 239 | 12 |
| #57 of 309 | Mmguardian.commmguardian.com | Other observed source | 2.93% | 7 | 239 | 12 |
| #58 of 309 | Mspy.commspy.com | Other observed source | 2.93% | 7 | 239 | 12 |
| #59 of 309 | NerdWalletnerdwallet.com | Editorial publication | 2.93% | 7 | 239 | 12 |
| #60 of 309 | PCMagpcmag.com | Editorial publication | 2.93% | 7 | 239 | 12 |
| #61 of 309 | Teachthought.comteachthought.com | Other observed source | 2.93% | 7 | 239 | 12 |
| #62 of 309 | Word From The Birdwordfromthebird.blog | Other observed source | 2.93% | 7 | 239 | 12 |
| #63 of 309 | Brightcanary.iobrightcanary.io | Other observed source | 2.51% | 6 | 239 | 12 |
| #64 of 309 | Clipartkey.comclipartkey.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #65 of 309 | CNBCcnbc.com | Editorial publication | 2.51% | 6 | 239 | 12 |
| #66 of 309 | Digitalsafetysquad.comdigitalsafetysquad.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #67 of 309 | Doodlelearning.comdoodlelearning.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #68 of 309 | Eastonpabgc.orgeastonpabgc.org | Other observed source | 2.51% | 6 | 239 | 12 |
| #69 of 309 | Educationalappstore.comeducationalappstore.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #70 of 309 | Kidlookout.comkidlookout.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #71 of 309 | The New York Timesnytimes.com | Editorial publication | 2.51% | 6 | 239 | 12 |
| #72 of 309 | Onehaven.ioonehaven.io | Other observed source | 2.51% | 6 | 239 | 12 |
| #73 of 309 | Safeappsforkids.comsafeappsforkids.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #74 of 309 | Screenwiseapp.comscreenwiseapp.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #75 of 309 | Silentsecurity.netsilentsecurity.net | Other observed source | 2.51% | 6 | 239 | 12 |
| #76 of 309 | Timetrack.managementtimetrack.management | Other observed source | 2.51% | 6 | 239 | 12 |
| #77 of 309 | Appadvice.comappadvice.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #78 of 309 | Busykid.combusykid.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #79 of 309 | Cash.appcash.app | Other observed source | 2.09% | 5 | 239 | 12 |
| #80 of 309 | Ces-schools.netces-schools.net | Other observed source | 2.09% | 5 | 239 | 12 |
| #81 of 309 | Gethomsy.comgethomsy.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #82 of 309 | Mychoreboard.commychoreboard.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #83 of 309 | Penfed.orgpenfed.org | Other observed source | 2.09% | 5 | 239 | 12 |
| #84 of 309 | Safesearchkids.comsafesearchkids.com | Search or media platform | 2.09% | 5 | 239 | 12 |
| #85 of 309 | Smoresup.comsmoresup.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #86 of 309 | Splashlearn.comsplashlearn.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #87 of 309 | Thepointsguy.comthepointsguy.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #88 of 309 | Thetaskr.appthetaskr.app | Other observed source | 2.09% | 5 | 239 | 12 |
| #89 of 309 | Tillfinancial.comtillfinancial.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #90 of 309 | Tutoclub.comtutoclub.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #91 of 309 | Webcatalog.iowebcatalog.io | Other observed source | 2.09% | 5 | 239 | 12 |
| #92 of 309 | Wellkeptwallet.comwellkeptwallet.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #93 of 309 | Wikipediawikipedia.org | Academic and government source | 2.09% | 5 | 239 | 12 |
| #94 of 309 | Zendesk.comzendesk.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #95 of 309 | Abakus-center.comabakus-center.com | Other observed source | 1.67% | 4 | 239 | 12 |
| #96 of 309 | Anationofmoms.comanationofmoms.com | Other observed source | 1.67% | 4 | 239 | 12 |
| #97 of 309 | Clerna.orgclerna.org | Other observed source | 1.67% | 4 | 239 | 12 |
| #98 of 309 | Common Sense Mediacommonsensemedia.org | Editorial publication | 1.67% | 4 | 239 | 12 |
| #99 of 309 | Cybernewscybernews.com | Editorial publication | 1.67% | 4 | 239 | 12 |
| #100 of 309 | Elusios.comelusios.com | Other observed source | 1.67% | 4 | 239 | 12 |
Showing the first 100 rows from 309 observed domains.
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Family Software / Top lists: 309 observed source domains in the leaderboard, measured on 239 observed runs across 12 distinct run dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/family-software/top_list. CC BY 4.0.Parrott, J. (2026). Family Software / 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/family-software/top_list https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mrifamilysoftwaretoplist,
author = {Parrott, Jaxon},
title = {Family Software / 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/family-software/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.