Family Software

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: 230 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs230

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains212

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.

RankSourceSource roleCitation rateCited runsObserved runsRun dates
#1 of 212Impulsec.comimpulsec.comOther observed source20.43%4723012
#2 of 212The New York Timesnytimes.comEditorial publication14.78%3423012
#3 of 212TechRadartechradar.comEditorial publication13.91%3223012
#4 of 212Useboomerang.comuseboomerang.comOther observed source13.91%3223012
#5 of 212Forbesforbes.comEditorial publication13.04%3023012
#6 of 212Jelliesapp.comjelliesapp.comOther observed source12.17%2823012
#7 of 212Redditreddit.comCommunity and social platform10.87%2523012
#8 of 212Allaboutcookies.orgallaboutcookies.orgOther observed source10.43%2423012
#9 of 212Security.orgsecurity.orgOther observed source10.43%2423012
#10 of 212Wonsterwords.comwonsterwords.comOther observed source10.43%2423012
#11 of 212PCMagpcmag.comEditorial publication10.00%2323012
#12 of 212Safewise.comsafewise.comOther observed source9.57%2223012
#13 of 212Parental-control.netparental-control.netOther observed source8.70%2023012
#14 of 212Safetydetectives.comsafetydetectives.comOther observed source8.26%1923012
#15 of 212Spellingjoy.comspellingjoy.comOther observed source8.26%1923012
#16 of 212Kidotrack.inkidotrack.inOther observed source7.83%1823012
#17 of 212Consumer Reportsconsumerreports.orgEditorial publication7.39%1723012
#18 of 212Myticktalk.commyticktalk.comOther observed source7.39%1723012
#19 of 212Readabilitytutor.comreadabilitytutor.comOther observed source6.96%1623012
#20 of 212Lagenio.comlagenio.comOther observed source6.09%1423012
#21 of 212Apple News (Syndication from Grit Daily)apple.comOther observed source5.65%1323012
#22 of 212Myfirst.techmyfirst.techOther observed source5.65%1323012
#23 of 212Parents.comparents.comOther observed source5.65%1323012
#24 of 212Screenwiseapp.comscreenwiseapp.comOther observed source5.65%1323012
#25 of 212Smartwatchesforkids.comsmartwatchesforkids.comVendor-owned source5.65%1323012
#26 of 212Myxplora.commyxplora.comOther observed source5.22%1223012
#27 of 212CNETcnet.comEditorial publication4.78%1123012
#28 of 212Cybernewscybernews.comEditorial publication4.78%1123012
#29 of 212Tom's Guidetomsguide.comEditorial publication4.78%1123012
#30 of 212YouTubeyoutube.comSearch or media platform4.78%1123012
#31 of 212Hoverwatch.comhoverwatch.comOther observed source4.35%1023012
#32 of 212Pinwheel.compinwheel.comOther observed source4.35%1023012
#33 of 212Readflare.comreadflare.comOther observed source4.35%1023012
#34 of 212Childrenandscreens.orgchildrenandscreens.orgOther observed source3.91%923012
#35 of 212Editorialge.comeditorialge.comVendor-owned source3.91%923012
#36 of 212Kidslox.comkidslox.comOther observed source3.91%923012
#37 of 212Learningreadinghub.comlearningreadinghub.comOther observed source3.91%923012
#38 of 212Substack.comsubstack.comCommunity and social platform3.48%823012
#39 of 212Mmguardian.commmguardian.comOther observed source3.04%723012
#40 of 212Verizon.comverizon.comOther observed source3.04%723012
#41 of 212Bookbotkids.combookbotkids.comOther observed source2.61%623012
#42 of 212Breachexpress.combreachexpress.comEditorial publication2.61%623012
#43 of 212Cosmotogether.comcosmotogether.comOther observed source2.61%623012
#44 of 212Me-watch.comme-watch.comOther observed source2.61%623012
#45 of 212Nordvpn.comnordvpn.comOther observed source2.61%623012
#46 of 212Slideshare.netslideshare.netOther observed source2.61%623012
#47 of 212Subrupt.comsubrupt.comOther observed source2.61%623012
#48 of 212Teachyourkidtoread.orgteachyourkidtoread.orgOther observed source2.61%623012
#49 of 212The Atlantictheatlantic.comOther observed source2.61%623012
#50 of 212Thelearningstandard.orgthelearningstandard.orgOther observed source2.61%623012
#51 of 212The Offspring Sessiontheoffspringsession.comEditorial publication2.61%623012
#52 of 212Trakbond.comtrakbond.comOther observed source2.61%623012
#53 of 212Bark.usbark.usOther observed source2.17%523012
#54 of 212Brighterly.combrighterly.comOther observed source2.17%523012
#55 of 212Digital Trendsdigitaltrends.comEditorial publication2.17%523012
#56 of 212Dylumio.comdylumio.comOther observed source2.17%523012
#57 of 212Freddythefrogcaster.comfreddythefrogcaster.comOther observed source2.17%523012
#58 of 212Itechguides.comitechguides.comMarket and company database2.17%523012
#59 of 212New York Magazinenymag.comEditorial publication2.17%523012
#60 of 212Optus.com.auoptus.com.auOther observed source2.17%523012
#61 of 212Timily.apptimily.appOther observed source2.17%523012
#62 of 212Today's Parenttodaysparent.comEditorial publication2.17%523012
#63 of 212Vertexparent.comvertexparent.comOther observed source2.17%523012
#64 of 212BJU Pressbjupress.comOther observed source1.74%423012
#65 of 212Brightcanary.iobrightcanary.ioOther observed source1.74%423012
#66 of 212Common Sense Mediacommonsensemedia.orgEditorial publication1.74%423012
#67 of 212NIHnih.govAcademic and government source1.74%423012
#68 of 212Plimmery.complimmery.comOther observed source1.74%423012
#69 of 212The Adaptistthe-adaptist.comEditorial publication1.74%423012
#70 of 212Thescreentimeconsultant.comthescreentimeconsultant.comOther observed source1.74%423012
#71 of 212Tryrumo.comtryrumo.comOther observed source1.74%423012
#72 of 212Vocalvocal.mediaOther observed source1.74%423012
#73 of 212WizCasewizcase.comEditorial publication1.74%423012
#74 of 212Airdroid.comairdroid.comOther observed source1.30%323012
#75 of 212Android Centralandroidcentral.comEditorial publication1.30%323012
#76 of 212Asha.orgasha.orgOther observed source1.30%323012
#77 of 212Credo.comcredo.comOther observed source1.30%323012
#78 of 212Defenras.comdefenras.comOther observed source1.30%323012
#79 of 212Maestra.aimaestra.aiOther observed source1.30%323012
#80 of 212Researchgate.netresearchgate.netAcademic and government source1.30%323012
#81 of 212Securityhero.iosecurityhero.ioOther observed source1.30%323012
#82 of 212Starredin.comstarredin.comOther observed source1.30%323012
#83 of 212Tech Timestechtimes.comEditorial publication1.30%323012
#84 of 212Thehightechsociety.comthehightechsociety.comVendor-owned source1.30%323012
#85 of 212Thetalkinstitute.comthetalkinstitute.comOther observed source1.30%323012
#86 of 212Thetruthspy.comthetruthspy.comOther observed source1.30%323012
#87 of 212Wafr.orgwafr.orgOther observed source1.30%323012
#88 of 2122 Wired 2 Tired2wired2tired.comOther observed source0.87%223012
#89 of 212Alibaba.comalibaba.comOther observed source0.87%223012
#90 of 212Brainstamped.combrainstamped.comOther observed source0.87%223012
#91 of 212Canstar.com.aucanstar.com.auOther observed source0.87%223012
#92 of 212Comparitech.comcomparitech.comOther observed source0.87%223012
#93 of 212Constantkid.comconstantkid.comOther observed source0.87%223012
#94 of 212Consumervoice.orgconsumervoice.orgOther observed source0.87%223012
#95 of 212Crosswalk.comcrosswalk.comOther observed source0.87%223012
#96 of 212Europa.eueuropa.euAcademic and government source0.87%223012
#97 of 212Facebook.comfacebook.comCommunity and social platform0.87%223012
#98 of 212Getepic.comgetepic.comOther observed source0.87%223012
#99 of 212Gonoise.comgonoise.comOther observed source0.87%223012
#100 of 212Good Morning Americagoodmorningamerica.comOther observed source0.87%223012

Showing the first 100 rows from 212 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Family Software / Is it worth it: 212 observed source domains in the leaderboard, measured on 230 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/is_x_worth. CC BY 4.0.
APA
Parrott, J. (2026). Family Software / Is it worth it 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/is_x_worth https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrifamilysoftwareisxworth,
  author = {Parrott, Jaxon},
  title = {Family Software / Is it worth it 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/is_x_worth},
  doi = {10.5281/zenodo.23652423},
  license = {CC-BY-4.0},
  note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}

CITATION.cff

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.

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