Evidence floor met in this release.
Published segment leaderboard
Family Software: Is it worth it in the Machine Relations Index
This leaderboard uses only the Family Software / Is it worth it segment denominator: 100 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 114 | Redditreddit.com | Community and social platform | 21.00% | 21 | 100 | 7 | Unavailable |
| #2 of 114 | Impulsec.comimpulsec.com | Other observed source | 20.00% | 20 | 100 | 7 | Unavailable |
| #3 of 114 | Nytimes.comnytimes.com | Editorial publication | 17.00% | 17 | 100 | 7 | Unavailable |
| #4 of 114 | Useboomerang.comuseboomerang.com | Other observed source | 17.00% | 17 | 100 | 7 | Unavailable |
| #5 of 114 | Jelliesapp.comjelliesapp.com | Other observed source | 14.00% | 14 | 100 | 7 | Unavailable |
| #6 of 114 | Parental-control.netparental-control.net | Other observed source | 13.00% | 13 | 100 | 7 | Unavailable |
| #7 of 114 | TechRadartechradar.com | Editorial publication | 13.00% | 13 | 100 | 7 | Unavailable |
| #8 of 114 | Allaboutcookies.orgallaboutcookies.org | Other observed source | 12.00% | 12 | 100 | 7 | Unavailable |
| #9 of 114 | Forbesforbes.com | Editorial publication | 12.00% | 12 | 100 | 7 | Unavailable |
| #10 of 114 | Kidotrack.inkidotrack.in | Other observed source | 12.00% | 12 | 100 | 7 | Unavailable |
| #11 of 114 | PC Mag (Profile Post Only)pcmag.com | Editorial publication | 12.00% | 12 | 100 | 7 | Unavailable |
| #12 of 114 | Safetydetectives.comsafetydetectives.com | Other observed source | 12.00% | 12 | 100 | 7 | Unavailable |
| #13 of 114 | Safewise.comsafewise.com | Other observed source | 12.00% | 12 | 100 | 7 | Unavailable |
| #14 of 114 | Security.orgsecurity.org | Other observed source | 10.00% | 10 | 100 | 7 | Unavailable |
| #15 of 114 | Pinwheel.compinwheel.com | Other observed source | 9.00% | 9 | 100 | 7 | Unavailable |
| #16 of 114 | Screenwiseapp.comscreenwiseapp.com | Other observed source | 9.00% | 9 | 100 | 7 | Unavailable |
| #17 of 114 | Childrenandscreens.orgchildrenandscreens.org | Other observed source | 8.00% | 8 | 100 | 7 | Unavailable |
| #18 of 114 | Hoverwatch.comhoverwatch.com | Other observed source | 8.00% | 8 | 100 | 7 | Unavailable |
| #19 of 114 | Myxplora.commyxplora.com | Other observed source | 8.00% | 8 | 100 | 7 | Unavailable |
| #20 of 114 | Cybernews.comcybernews.com | Editorial publication | 7.00% | 7 | 100 | 7 | Unavailable |
| #21 of 114 | Learningreadinghub.comlearningreadinghub.com | Other observed source | 7.00% | 7 | 100 | 7 | Unavailable |
| #22 of 114 | Readabilitytutor.comreadabilitytutor.com | Other observed source | 7.00% | 7 | 100 | 7 | Unavailable |
| #23 of 114 | YouTubeyoutube.com | Search or media platform | 7.00% | 7 | 100 | 7 | Unavailable |
| #24 of 114 | Apple Newsapple.com | Editorial publication | 6.00% | 6 | 100 | 7 | Unavailable |
| #25 of 114 | CNET (Profile Post Only)cnet.com | Editorial publication | 6.00% | 6 | 100 | 7 | Unavailable |
| #26 of 114 | Consumerreports.orgconsumerreports.org | Editorial publication | 6.00% | 6 | 100 | 7 | Unavailable |
| #27 of 114 | Lagenio.comlagenio.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #28 of 114 | Me-watch.comme-watch.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #29 of 114 | Mmguardian.commmguardian.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #30 of 114 | Myfirst.techmyfirst.tech | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #31 of 114 | Parents.comparents.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #32 of 114 | Smartwatchesforkids.comsmartwatchesforkids.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #33 of 114 | Spellingjoy.comspellingjoy.com | Other observed source | 6.00% | 6 | 100 | 7 | Unavailable |
| #34 of 114 | Breachexpress.combreachexpress.com | Editorial publication | 5.00% | 5 | 100 | 7 | Unavailable |
| #35 of 114 | Editorialge.comeditorialge.com | Other observed source | 5.00% | 5 | 100 | 7 | Unavailable |
| #36 of 114 | Myticktalk.commyticktalk.com | Other observed source | 5.00% | 5 | 100 | 7 | Unavailable |
| #37 of 114 | Tomsguide.comtomsguide.com | Other observed source | 5.00% | 5 | 100 | 7 | Unavailable |
| #38 of 114 | Commonsensemedia.orgcommonsensemedia.org | Editorial publication | 4.00% | 4 | 100 | 7 | Unavailable |
| #39 of 114 | Freddythefrogcaster.comfreddythefrogcaster.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #40 of 114 | Thelearningstandard.orgthelearningstandard.org | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #41 of 114 | Thescreentimeconsultant.comthescreentimeconsultant.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #42 of 114 | Trakbond.comtrakbond.com | Other observed source | 4.00% | 4 | 100 | 7 | Unavailable |
| #43 of 114 | Bjupress.combjupress.com | Editorial publication | 3.00% | 3 | 100 | 7 | Unavailable |
| #44 of 114 | Brightcanary.iobrightcanary.io | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #45 of 114 | Brighterly.combrighterly.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #46 of 114 | Cosmotogether.comcosmotogether.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #47 of 114 | Credo.comcredo.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #48 of 114 | Nymag.comnymag.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #49 of 114 | Subrupt.comsubrupt.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #50 of 114 | Tech Timestechtimes.com | Editorial publication | 3.00% | 3 | 100 | 7 | Unavailable |
| #51 of 114 | Thetalkinstitute.comthetalkinstitute.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #52 of 114 | Tryrumo.comtryrumo.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #53 of 114 | Wizcase.comwizcase.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #54 of 114 | Wonsterwords.comwonsterwords.com | Other observed source | 3.00% | 3 | 100 | 7 | Unavailable |
| #55 of 114 | 2wired2tired.com2wired2tired.com | Editorial publication | 2.00% | 2 | 100 | 7 | Unavailable |
| #56 of 114 | Bookbotkids.combookbotkids.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #57 of 114 | Brainstamped.combrainstamped.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #58 of 114 | Consumervoice.orgconsumervoice.org | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #59 of 114 | Defenras.comdefenras.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #60 of 114 | Digital Trendsdigitaltrends.com | Editorial publication | 2.00% | 2 | 100 | 7 | Unavailable |
| #61 of 114 | Gonoise.comgonoise.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #62 of 114 | Highlights.comhighlights.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #63 of 114 | Mediummedium.com | Editorial publication | 2.00% | 2 | 100 | 7 | Unavailable |
| #64 of 114 | Nexspy.comnexspy.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #65 of 114 | Plimmery.complimmery.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #66 of 114 | Readbrightly.comreadbrightly.com | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #67 of 114 | Slideshare.netslideshare.net | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #68 of 114 | Snappit.appsnappit.app | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #69 of 114 | Testprepinsight.comtestprepinsight.com | Market and company database | 2.00% | 2 | 100 | 7 | Unavailable |
| #70 of 114 | Timily.apptimily.app | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #71 of 114 | Undivided.ioundivided.io | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #72 of 114 | Vocal.mediavocal.media | Editorial publication | 2.00% | 2 | 100 | 7 | Unavailable |
| #73 of 114 | Wafr.orgwafr.org | Other observed source | 2.00% | 2 | 100 | 7 | Unavailable |
| #74 of 114 | Acalise.comacalise.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #75 of 114 | Ala.orgala.org | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #76 of 114 | Alioraacademy.comalioraacademy.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #77 of 114 | Ansa-phone.co.ukansa-phone.co.uk | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #78 of 114 | Asha.orgasha.org | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #79 of 114 | Bark.usbark.us | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #80 of 114 | Braveparenting.netbraveparenting.net | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #81 of 114 | Childmind.orgchildmind.org | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #82 of 114 | Deskin.iodeskin.io | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #83 of 114 | Dylumio.comdylumio.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #84 of 114 | Ello.comello.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #85 of 114 | Europa.eueuropa.eu | Academic and government source | 1.00% | 1 | 100 | 7 | Unavailable |
| #86 of 114 | Geekchamp.comgeekchamp.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #87 of 114 | Getepic.comgetepic.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #88 of 114 | Govtech.comgovtech.com | Academic and government source | 1.00% | 1 | 100 | 7 | Unavailable |
| #89 of 114 | Gsmarena.comgsmarena.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #90 of 114 | Hookedtobooks.comhookedtobooks.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #91 of 114 | Kidsee.appkidsee.app | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #92 of 114 | Kidslox.comkidslox.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #93 of 114 | Launchroomapps.comlaunchroomapps.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #94 of 114 | Lifehacker (Profile Post Only)lifehacker.com | Editorial publication | 1.00% | 1 | 100 | 7 | Unavailable |
| #95 of 114 | Mindpeacecincinnati.commindpeacecincinnati.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #96 of 114 | Ourpact.comourpact.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #97 of 114 | Parentaler.comparentaler.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #98 of 114 | Phonewatcher.appphonewatcher.app | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #99 of 114 | Privacyguides.netprivacyguides.net | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
| #100 of 114 | Readflare.comreadflare.com | Other observed source | 1.00% | 1 | 100 | 7 | Unavailable |
Showing the first 100 rows from 114 observed domains.
Release and boundary
How to cite this segment
Family Software / Is it worth it: 114 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/is_x_worth.
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.