Evidence floor met in this release.
Family SoftwareStatePublished Observed runs108 Run dates7 Observed domains195
Published segment leaderboard
Family Software: Problem-first research in the Machine Relations Index
This leaderboard uses only the Family Software / Problem-first research segment denominator: 108 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 195 | Redditreddit.com | Community and social platform | 19.44% | 21 | 108 | 7 | Unavailable |
| #2 of 195 | Childmind.orgchildmind.org | Other observed source | 12.04% | 13 | 108 | 7 | Unavailable |
| #3 of 195 | Healthychildren.orghealthychildren.org | Other observed source | 12.04% | 13 | 108 | 7 | Unavailable |
| #4 of 195 | Apple Newsapple.com | Editorial publication | 10.19% | 11 | 108 | 7 | Unavailable |
| #5 of 195 | Internetmatters.orginternetmatters.org | Other observed source | 9.26% | 10 | 108 | 7 | Unavailable |
| #6 of 195 | Nationwidechildrens.orgnationwidechildrens.org | Other observed source | 9.26% | 10 | 108 | 7 | Unavailable |
| #7 of 195 | Parentingmentor.comparentingmentor.com | Other observed source | 8.33% | 9 | 108 | 7 | Unavailable |
| #8 of 195 | Raisingchildren.net.auraisingchildren.net.au | Other observed source | 8.33% | 9 | 108 | 7 | Unavailable |
| #9 of 195 | Screenagersmovie.comscreenagersmovie.com | Other observed source | 8.33% | 9 | 108 | 7 | Unavailable |
| #10 of 195 | TechRadartechradar.com | Editorial publication | 8.33% | 9 | 108 | 7 | Unavailable |
| #11 of 195 | Aacap.orgaacap.org | Other observed source | 7.41% | 8 | 108 | 7 | Unavailable |
| #12 of 195 | Thecybernanny.comthecybernanny.com | Other observed source | 7.41% | 8 | 108 | 7 | Unavailable |
| #13 of 195 | Aap.orgaap.org | Other observed source | 6.48% | 7 | 108 | 7 | Unavailable |
| #14 of 195 | Mayoclinic.orgmayoclinic.org | Other observed source | 6.48% | 7 | 108 | 7 | Unavailable |
| #15 of 195 | Nytimes.comnytimes.com | Editorial publication | 6.48% | 7 | 108 | 7 | Unavailable |
| #16 of 195 | Tomsguide.comtomsguide.com | Other observed source | 6.48% | 7 | 108 | 7 | Unavailable |
| #17 of 195 | YouTubeyoutube.com | Search or media platform | 6.48% | 7 | 108 | 7 | Unavailable |
| #18 of 195 | Cozi.comcozi.com | Other observed source | 5.56% | 6 | 108 | 7 | Unavailable |
| #19 of 195 | Mindfulmamamentor.commindfulmamamentor.com | Other observed source | 5.56% | 6 | 108 | 7 | Unavailable |
| #20 of 195 | Psychologistforparenting.compsychologistforparenting.com | Other observed source | 5.56% | 6 | 108 | 7 | Unavailable |
| #21 of 195 | Qustodio.comqustodio.com | Other observed source | 5.56% | 6 | 108 | 7 | Unavailable |
| #22 of 195 | Realitypathing.comrealitypathing.com | Other observed source | 5.56% | 6 | 108 | 7 | Unavailable |
| #23 of 195 | Mediummedium.com | Editorial publication | 4.63% | 5 | 108 | 7 | Unavailable |
| #24 of 195 | Offline.kidsoffline.kids | Other observed source | 4.63% | 5 | 108 | 7 | Unavailable |
| #25 of 195 | Parentingsimply.comparentingsimply.com | Other observed source | 4.63% | 5 | 108 | 7 | Unavailable |
| #26 of 195 | Psychology Todaypsychologytoday.com | Editorial publication | 4.63% | 5 | 108 | 7 | Unavailable |
| #27 of 195 | Readthetale.comreadthetale.com | Other observed source | 4.63% | 5 | 108 | 7 | Unavailable |
| #28 of 195 | Any.doany.do | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #29 of 195 | Calm.comcalm.com | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #30 of 195 | Care.comcare.com | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #31 of 195 | Forbesforbes.com | Editorial publication | 3.70% | 4 | 108 | 7 | Unavailable |
| #32 of 195 | Gethomsy.comgethomsy.com | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #33 of 195 | Growmaple.comgrowmaple.com | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #34 of 195 | Hp.comhp.com | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #35 of 195 | Npr.orgnpr.org | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #36 of 195 | PC Mag (Profile Post Only)pcmag.com | Editorial publication | 3.70% | 4 | 108 | 7 | Unavailable |
| #37 of 195 | Screenwiseapp.comscreenwiseapp.com | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #38 of 195 | Theguardian.comtheguardian.com | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #39 of 195 | Thescreenguardians.comthescreenguardians.com | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #40 of 195 | Timily.apptimily.app | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #41 of 195 | Childrenandscreens.orgchildrenandscreens.org | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #42 of 195 | Chla.orgchla.org | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #43 of 195 | Daar.com.audaar.com.au | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #44 of 195 | Drroseann.comdrroseann.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #45 of 195 | Families.googlefamilies.google | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #46 of 195 | Familyflow.iofamilyflow.io | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #47 of 195 | Familytoolsapp.comfamilytoolsapp.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #48 of 195 | Familywall.comfamilywall.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #49 of 195 | Fullweek.appfullweek.app | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #50 of 195 | Ipsos.comipsos.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #51 of 195 | Kidscreen.comkidscreen.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #52 of 195 | Kidshealth.orgkidshealth.org | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #53 of 195 | Microsoft.commicrosoft.com | Vendor-owned source | 2.78% | 3 | 108 | 7 | Unavailable |
| #54 of 195 | Neildbrown.comneildbrown.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #55 of 195 | Notconsumed.comnotconsumed.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #56 of 195 | Pocket-lintpocket-lint.com | Editorial publication | 2.78% | 3 | 108 | 7 | Unavailable |
| #57 of 195 | Quicken.comquicken.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #58 of 195 | Remindher.appremindher.app | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #59 of 195 | Scary Mommyscarymommy.com | Editorial publication | 2.78% | 3 | 108 | 7 | Unavailable |
| #60 of 195 | Startdigital.eestartdigital.ee | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #61 of 195 | Steady-parent.comsteady-parent.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #62 of 195 | Tayyarijeetki.intayyarijeetki.in | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #63 of 195 | Theflyingmum.comtheflyingmum.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #64 of 195 | Thegoodguys.com.authegoodguys.com.au | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #65 of 195 | Thescreentimeconsultant.comthescreentimeconsultant.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #66 of 195 | Tinypal.comtinypal.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #67 of 195 | Today's Parenttodaysparent.com | Editorial publication | 2.78% | 3 | 108 | 7 | Unavailable |
| #68 of 195 | Tvs.orgtvs.org | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #69 of 195 | Whennot.comwhennot.com | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #70 of 195 | Aboutkidshealth.caaboutkidshealth.ca | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #71 of 195 | Airdroid.comairdroid.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #72 of 195 | Allaboutcookies.orgallaboutcookies.org | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #73 of 195 | Americanspcc.orgamericanspcc.org | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #74 of 195 | Asianefficiency.comasianefficiency.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #75 of 195 | Camillestyles.comcamillestyles.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #76 of 195 | Ceyora.infoceyora.info | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #77 of 195 | Clickup.comclickup.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #78 of 195 | Earnestplay.comearnestplay.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #79 of 195 | Entrepreneur (Middle East)entrepreneur.com | Editorial publication | 1.85% | 2 | 108 | 7 | Unavailable |
| #80 of 195 | Familytime.iofamilytime.io | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #81 of 195 | Flatastic-app.comflatastic-app.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #82 of 195 | Goalsandprogress.comgoalsandprogress.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #83 of 195 | Happykids.tvhappykids.tv | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #84 of 195 | Hbr.orghbr.org | Analyst and consulting research | 1.85% | 2 | 108 | 7 | Unavailable |
| #85 of 195 | Humanup.comhumanup.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #86 of 195 | Idownloadblog.comidownloadblog.com | Editorial publication | 1.85% | 2 | 108 | 7 | Unavailable |
| #87 of 195 | Instituteofchildpsychology.cominstituteofchildpsychology.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #88 of 195 | Jetlearn.comjetlearn.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #89 of 195 | Kidstimer.appkidstimer.app | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #90 of 195 | Levelupgameplan.comlevelupgameplan.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #91 of 195 | Littlesunshine.comlittlesunshine.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #92 of 195 | Mayoclinichealthsystem.orgmayoclinichealthsystem.org | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #93 of 195 | Modernmom.commodernmom.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #94 of 195 | Morgen.somorgen.so | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #95 of 195 | Myskylight.commyskylight.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #96 of 195 | Nannyjob.co.uknannyjob.co.uk | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #97 of 195 | Ofcom.org.ukofcom.org.uk | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #98 of 195 | Pbskids.orgpbskids.org | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #99 of 195 | Productivityparents.comproductivityparents.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #100 of 195 | Rivernorthcounseling.comrivernorthcounseling.com | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
Showing the first 100 rows from 195 observed domains.
Release and boundary
How to cite this segment
Family Software / Problem-first research: 195 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/family-software/problem_first.
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.