# Family Software: Problem-first research in the Machine Relations Index

Canonical URL: 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.

This is the public leaderboard for the exact Family Software / Problem-first research segment. Rates use the segment denominator only: 108 observed runs across 7 dates.

| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates | Confidence |
|---|---|---|---:|---:|---:|---:|---|
| #1 of 195 | [Reddit](https://machinerelations.ai/index/domains/reddit.com) | Community and social platform | 19.44% | 21 | 108 | 7 | Unavailable |
| #2 of 195 | [Childmind.org](https://machinerelations.ai/index/domains/childmind.org) | Other observed source | 12.04% | 13 | 108 | 7 | Unavailable |
| #3 of 195 | [Healthychildren.org](https://machinerelations.ai/index/domains/healthychildren.org) | Other observed source | 12.04% | 13 | 108 | 7 | Unavailable |
| #4 of 195 | [Apple News](https://machinerelations.ai/index/domains/apple.com) | Editorial publication | 10.19% | 11 | 108 | 7 | Unavailable |
| #5 of 195 | [Internetmatters.org](https://machinerelations.ai/index/domains/internetmatters.org) | Other observed source | 9.26% | 10 | 108 | 7 | Unavailable |
| #6 of 195 | [Nationwidechildrens.org](https://machinerelations.ai/index/domains/nationwidechildrens.org) | Other observed source | 9.26% | 10 | 108 | 7 | Unavailable |
| #7 of 195 | [Parentingmentor.com](https://machinerelations.ai/index/domains/parentingmentor.com) | Other observed source | 8.33% | 9 | 108 | 7 | Unavailable |
| #8 of 195 | [Raisingchildren.net.au](https://machinerelations.ai/index/domains/raisingchildren.net.au) | Other observed source | 8.33% | 9 | 108 | 7 | Unavailable |
| #9 of 195 | [Screenagersmovie.com](https://machinerelations.ai/index/domains/screenagersmovie.com) | Other observed source | 8.33% | 9 | 108 | 7 | Unavailable |
| #10 of 195 | [TechRadar](https://machinerelations.ai/index/domains/techradar.com) | Editorial publication | 8.33% | 9 | 108 | 7 | Unavailable |
| #11 of 195 | [Aacap.org](https://machinerelations.ai/index/domains/aacap.org) | Other observed source | 7.41% | 8 | 108 | 7 | Unavailable |
| #12 of 195 | [Thecybernanny.com](https://machinerelations.ai/index/domains/thecybernanny.com) | Other observed source | 7.41% | 8 | 108 | 7 | Unavailable |
| #13 of 195 | [Aap.org](https://machinerelations.ai/index/domains/aap.org) | Other observed source | 6.48% | 7 | 108 | 7 | Unavailable |
| #14 of 195 | [Mayoclinic.org](https://machinerelations.ai/index/domains/mayoclinic.org) | Other observed source | 6.48% | 7 | 108 | 7 | Unavailable |
| #15 of 195 | [Nytimes.com](https://machinerelations.ai/index/domains/nytimes.com) | Editorial publication | 6.48% | 7 | 108 | 7 | Unavailable |
| #16 of 195 | [Tomsguide.com](https://machinerelations.ai/index/domains/tomsguide.com) | Other observed source | 6.48% | 7 | 108 | 7 | Unavailable |
| #17 of 195 | [YouTube](https://machinerelations.ai/index/domains/youtube.com) | Search or media platform | 6.48% | 7 | 108 | 7 | Unavailable |
| #18 of 195 | [Cozi.com](https://machinerelations.ai/index/domains/cozi.com) | Other observed source | 5.56% | 6 | 108 | 7 | Unavailable |
| #19 of 195 | [Mindfulmamamentor.com](https://machinerelations.ai/index/domains/mindfulmamamentor.com) | Other observed source | 5.56% | 6 | 108 | 7 | Unavailable |
| #20 of 195 | [Psychologistforparenting.com](https://machinerelations.ai/index/domains/psychologistforparenting.com) | Other observed source | 5.56% | 6 | 108 | 7 | Unavailable |
| #21 of 195 | [Qustodio.com](https://machinerelations.ai/index/domains/qustodio.com) | Other observed source | 5.56% | 6 | 108 | 7 | Unavailable |
| #22 of 195 | [Realitypathing.com](https://machinerelations.ai/index/domains/realitypathing.com) | Other observed source | 5.56% | 6 | 108 | 7 | Unavailable |
| #23 of 195 | [Medium](https://machinerelations.ai/index/domains/medium.com) | Editorial publication | 4.63% | 5 | 108 | 7 | Unavailable |
| #24 of 195 | [Offline.kids](https://machinerelations.ai/index/domains/offline.kids) | Other observed source | 4.63% | 5 | 108 | 7 | Unavailable |
| #25 of 195 | [Parentingsimply.com](https://machinerelations.ai/index/domains/parentingsimply.com) | Other observed source | 4.63% | 5 | 108 | 7 | Unavailable |
| #26 of 195 | [Psychology Today](https://machinerelations.ai/index/domains/psychologytoday.com) | Editorial publication | 4.63% | 5 | 108 | 7 | Unavailable |
| #27 of 195 | [Readthetale.com](https://machinerelations.ai/index/domains/readthetale.com) | Other observed source | 4.63% | 5 | 108 | 7 | Unavailable |
| #28 of 195 | [Any.do](https://machinerelations.ai/index/domains/any.do) | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #29 of 195 | [Calm.com](https://machinerelations.ai/index/domains/calm.com) | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #30 of 195 | [Care.com](https://machinerelations.ai/index/domains/care.com) | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #31 of 195 | [Forbes](https://machinerelations.ai/index/domains/forbes.com) | Editorial publication | 3.70% | 4 | 108 | 7 | Unavailable |
| #32 of 195 | [Gethomsy.com](https://machinerelations.ai/index/domains/gethomsy.com) | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #33 of 195 | [Growmaple.com](https://machinerelations.ai/index/domains/growmaple.com) | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #34 of 195 | [Hp.com](https://machinerelations.ai/index/domains/hp.com) | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #35 of 195 | [Npr.org](https://machinerelations.ai/index/domains/npr.org) | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #36 of 195 | [PC Mag (Profile Post Only)](https://machinerelations.ai/index/domains/pcmag.com) | Editorial publication | 3.70% | 4 | 108 | 7 | Unavailable |
| #37 of 195 | [Screenwiseapp.com](https://machinerelations.ai/index/domains/screenwiseapp.com) | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #38 of 195 | [Theguardian.com](https://machinerelations.ai/index/domains/theguardian.com) | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #39 of 195 | [Thescreenguardians.com](https://machinerelations.ai/index/domains/thescreenguardians.com) | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #40 of 195 | [Timily.app](https://machinerelations.ai/index/domains/timily.app) | Other observed source | 3.70% | 4 | 108 | 7 | Unavailable |
| #41 of 195 | [Childrenandscreens.org](https://machinerelations.ai/index/domains/childrenandscreens.org) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #42 of 195 | [Chla.org](https://machinerelations.ai/index/domains/chla.org) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #43 of 195 | [Daar.com.au](https://machinerelations.ai/index/domains/daar.com.au) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #44 of 195 | [Drroseann.com](https://machinerelations.ai/index/domains/drroseann.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #45 of 195 | [Families.google](https://machinerelations.ai/index/domains/families.google) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #46 of 195 | [Familyflow.io](https://machinerelations.ai/index/domains/familyflow.io) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #47 of 195 | [Familytoolsapp.com](https://machinerelations.ai/index/domains/familytoolsapp.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #48 of 195 | [Familywall.com](https://machinerelations.ai/index/domains/familywall.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #49 of 195 | [Fullweek.app](https://machinerelations.ai/index/domains/fullweek.app) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #50 of 195 | [Ipsos.com](https://machinerelations.ai/index/domains/ipsos.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #51 of 195 | [Kidscreen.com](https://machinerelations.ai/index/domains/kidscreen.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #52 of 195 | [Kidshealth.org](https://machinerelations.ai/index/domains/kidshealth.org) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #53 of 195 | [Microsoft.com](https://machinerelations.ai/index/domains/microsoft.com) | Vendor-owned source | 2.78% | 3 | 108 | 7 | Unavailable |
| #54 of 195 | [Neildbrown.com](https://machinerelations.ai/index/domains/neildbrown.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #55 of 195 | [Notconsumed.com](https://machinerelations.ai/index/domains/notconsumed.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #56 of 195 | [Pocket-lint](https://machinerelations.ai/index/domains/pocket-lint.com) | Editorial publication | 2.78% | 3 | 108 | 7 | Unavailable |
| #57 of 195 | [Quicken.com](https://machinerelations.ai/index/domains/quicken.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #58 of 195 | [Remindher.app](https://machinerelations.ai/index/domains/remindher.app) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #59 of 195 | [Scary Mommy](https://machinerelations.ai/index/domains/scarymommy.com) | Editorial publication | 2.78% | 3 | 108 | 7 | Unavailable |
| #60 of 195 | [Startdigital.ee](https://machinerelations.ai/index/domains/startdigital.ee) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #61 of 195 | [Steady-parent.com](https://machinerelations.ai/index/domains/steady-parent.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #62 of 195 | [Tayyarijeetki.in](https://machinerelations.ai/index/domains/tayyarijeetki.in) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #63 of 195 | [Theflyingmum.com](https://machinerelations.ai/index/domains/theflyingmum.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #64 of 195 | [Thegoodguys.com.au](https://machinerelations.ai/index/domains/thegoodguys.com.au) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #65 of 195 | [Thescreentimeconsultant.com](https://machinerelations.ai/index/domains/thescreentimeconsultant.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #66 of 195 | [Tinypal.com](https://machinerelations.ai/index/domains/tinypal.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #67 of 195 | [Today's Parent](https://machinerelations.ai/index/domains/todaysparent.com) | Editorial publication | 2.78% | 3 | 108 | 7 | Unavailable |
| #68 of 195 | [Tvs.org](https://machinerelations.ai/index/domains/tvs.org) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #69 of 195 | [Whennot.com](https://machinerelations.ai/index/domains/whennot.com) | Other observed source | 2.78% | 3 | 108 | 7 | Unavailable |
| #70 of 195 | [Aboutkidshealth.ca](https://machinerelations.ai/index/domains/aboutkidshealth.ca) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #71 of 195 | [Airdroid.com](https://machinerelations.ai/index/domains/airdroid.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #72 of 195 | [Allaboutcookies.org](https://machinerelations.ai/index/domains/allaboutcookies.org) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #73 of 195 | [Americanspcc.org](https://machinerelations.ai/index/domains/americanspcc.org) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #74 of 195 | [Asianefficiency.com](https://machinerelations.ai/index/domains/asianefficiency.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #75 of 195 | [Camillestyles.com](https://machinerelations.ai/index/domains/camillestyles.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #76 of 195 | [Ceyora.info](https://machinerelations.ai/index/domains/ceyora.info) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #77 of 195 | [Clickup.com](https://machinerelations.ai/index/domains/clickup.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #78 of 195 | [Earnestplay.com](https://machinerelations.ai/index/domains/earnestplay.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #79 of 195 | [Entrepreneur (Middle East)](https://machinerelations.ai/index/domains/entrepreneur.com) | Editorial publication | 1.85% | 2 | 108 | 7 | Unavailable |
| #80 of 195 | [Familytime.io](https://machinerelations.ai/index/domains/familytime.io) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #81 of 195 | [Flatastic-app.com](https://machinerelations.ai/index/domains/flatastic-app.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #82 of 195 | [Goalsandprogress.com](https://machinerelations.ai/index/domains/goalsandprogress.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #83 of 195 | [Happykids.tv](https://machinerelations.ai/index/domains/happykids.tv) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #84 of 195 | [Hbr.org](https://machinerelations.ai/index/domains/hbr.org) | Analyst and consulting research | 1.85% | 2 | 108 | 7 | Unavailable |
| #85 of 195 | [Humanup.com](https://machinerelations.ai/index/domains/humanup.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #86 of 195 | [Idownloadblog.com](https://machinerelations.ai/index/domains/idownloadblog.com) | Editorial publication | 1.85% | 2 | 108 | 7 | Unavailable |
| #87 of 195 | [Instituteofchildpsychology.com](https://machinerelations.ai/index/domains/instituteofchildpsychology.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #88 of 195 | [Jetlearn.com](https://machinerelations.ai/index/domains/jetlearn.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #89 of 195 | [Kidstimer.app](https://machinerelations.ai/index/domains/kidstimer.app) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #90 of 195 | [Levelupgameplan.com](https://machinerelations.ai/index/domains/levelupgameplan.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #91 of 195 | [Littlesunshine.com](https://machinerelations.ai/index/domains/littlesunshine.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #92 of 195 | [Mayoclinichealthsystem.org](https://machinerelations.ai/index/domains/mayoclinichealthsystem.org) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #93 of 195 | [Modernmom.com](https://machinerelations.ai/index/domains/modernmom.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #94 of 195 | [Morgen.so](https://machinerelations.ai/index/domains/morgen.so) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #95 of 195 | [Myskylight.com](https://machinerelations.ai/index/domains/myskylight.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #96 of 195 | [Nannyjob.co.uk](https://machinerelations.ai/index/domains/nannyjob.co.uk) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #97 of 195 | [Ofcom.org.uk](https://machinerelations.ai/index/domains/ofcom.org.uk) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #98 of 195 | [Pbskids.org](https://machinerelations.ai/index/domains/pbskids.org) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #99 of 195 | [Productivityparents.com](https://machinerelations.ai/index/domains/productivityparents.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |
| #100 of 195 | [Rivernorthcounseling.com](https://machinerelations.ai/index/domains/rivernorthcounseling.com) | Other observed source | 1.85% | 2 | 108 | 7 | Unavailable |

## Citation

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.