Family Software

Published segment leaderboard

Family Software: Best tools in the Machine Relations Index

This leaderboard uses only the Family Software / Best tools segment denominator: 236 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs236

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains222

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 222TechRadartechradar.comEditorial publication36.44%8623612
#2 of 222Tom's Guidetomsguide.comEditorial publication29.66%7023612
#3 of 222Allaboutcookies.orgallaboutcookies.orgOther observed source25.42%6023612
#4 of 222Safetydetectives.comsafetydetectives.comOther observed source20.34%4823612
#5 of 222Impulsec.comimpulsec.comOther observed source19.92%4723612
#6 of 222Forbesforbes.comEditorial publication19.49%4623612
#7 of 222The New York Timesnytimes.comEditorial publication18.22%4323612
#8 of 222Airdroid.comairdroid.comOther observed source16.95%4023612
#9 of 222Redditreddit.comCommunity and social platform16.10%3823612
#10 of 222Apple News (Syndication from Grit Daily)apple.comOther observed source13.98%3323612
#11 of 222PCMagpcmag.comEditorial publication12.71%3023612
#12 of 222Useboomerang.comuseboomerang.comOther observed source12.29%2923612
#13 of 222Kidgy.comkidgy.comOther observed source11.86%2823612
#14 of 222Safewise.comsafewise.comOther observed source11.44%2723612
#15 of 222Mspy.commspy.comOther observed source10.17%2423612
#16 of 222Scannero.comscannero.comOther observed source9.75%2323612
#17 of 222Unstar.appunstar.appOther observed source9.32%2223612
#18 of 222Security.orgsecurity.orgOther observed source8.90%2123612
#19 of 222Wondershare.comwondershare.comOther observed source8.47%2023612
#20 of 222Life360.comlife360.comOther observed source8.05%1923612
#21 of 222Cybernewscybernews.comEditorial publication7.63%1823612
#22 of 222Canopy.uscanopy.usOther observed source7.20%1723612
#23 of 222Screentimelabs.comscreentimelabs.comOther observed source6.78%1623612
#24 of 222Familytime.iofamilytime.ioOther observed source6.36%1523612
#25 of 222ZDNETzdnet.comEditorial publication5.93%1423612
#26 of 222Digital Trendsdigitaltrends.comEditorial publication5.51%1323612
#27 of 222Parental-control.netparental-control.netOther observed source5.51%1323612
#28 of 222Heypolo.comheypolo.comOther observed source5.08%1223612
#29 of 222Theshadowgps.comtheshadowgps.comOther observed source5.08%1223612
#30 of 222YouTubeyoutube.comSearch or media platform5.08%1223612
#31 of 222Zamily.appzamily.appOther observed source5.08%1223612
#32 of 222Nordvpn.comnordvpn.comOther observed source4.66%1123612
#33 of 222Educationalappstore.comeducationalappstore.comOther observed source4.24%1023612
#34 of 222Findmykids.orgfindmykids.orgOther observed source4.24%1023612
#35 of 222Hoverwatch.comhoverwatch.comOther observed source4.24%1023612
#36 of 222Xnspy.comxnspy.comOther observed source4.24%1023612
#37 of 222Aura.comaura.comOther observed source3.81%923612
#38 of 222Digitalforlife.gov.sgdigitalforlife.gov.sgOther observed source3.81%923612
#39 of 222Qustodio.comqustodio.comOther observed source3.81%923612
#40 of 222Bark.usbark.usOther observed source3.39%823612
#41 of 222Hp.comhp.comOther observed source3.39%823612
#42 of 222Logistimatics.comlogistimatics.comOther observed source3.39%823612
#43 of 222Tech Advisortechadvisor.comEditorial publication3.39%823612
#44 of 222Alphonsolabs.comalphonsolabs.comOther observed source2.97%723612
#45 of 222Batten Cyberbattencyber.comEditorial publication2.97%723612
#46 of 222Imobie.comimobie.comOther observed source2.97%723612
#47 of 222Kidsee.appkidsee.appOther observed source2.97%723612
#48 of 222Securityhero.iosecurityhero.ioOther observed source2.97%723612
#49 of 222Softonic.comsoftonic.comOther observed source2.97%723612
#50 of 222Thehightechsociety.comthehightechsociety.comVendor-owned source2.97%723612
#51 of 222Unstore.iounstore.ioOther observed source2.97%723612
#52 of 222Common Sense Mediacommonsensemedia.orgEditorial publication2.54%623612
#53 of 222Devopsschool.comdevopsschool.comOther observed source2.54%623612
#54 of 222Gpsdad.comgpsdad.comOther observed source2.54%623612
#55 of 222Kidsinthehouse.comkidsinthehouse.comOther observed source2.54%623612
#56 of 222Numfinder.comnumfinder.comOther observed source2.54%623612
#57 of 222Screenfine.infoscreenfine.infoOther observed source2.54%623612
#58 of 222Theroadtotimbuktu.comtheroadtotimbuktu.comOther observed source2.54%623612
#59 of 222Vigilkids.comvigilkids.comOther observed source2.54%623612
#60 of 222Android Centralandroidcentral.comEditorial publication2.12%523612
#61 of 222Bbmundo.combbmundo.comOther observed source2.12%523612
#62 of 222Cellphonelocate.netcellphonelocate.netOther observed source2.12%523612
#63 of 222Eyezy.comeyezy.comOther observed source2.12%523612
#64 of 222Family1st.iofamily1st.ioOther observed source2.12%523612
#65 of 222Kids360.appkids360.appOther observed source2.12%523612
#66 of 222MobileAppDailymobileappdaily.comMarket and company database2.12%523612
#67 of 222Parentalcontrolnow.orgparentalcontrolnow.orgOther observed source2.12%523612
#68 of 222Parentaler.comparentaler.comOther observed source2.12%523612
#69 of 222Tech Timestechtimes.comEditorial publication2.12%523612
#70 of 222Thefamilypick.comthefamilypick.comOther observed source2.12%523612
#71 of 222Aptoide.comaptoide.comOther observed source1.69%423612
#72 of 222Batteryhubs.combatteryhubs.comOther observed source1.69%423612
#73 of 222Becloser.combecloser.comOther observed source1.69%423612
#74 of 222Brickhousesecurity.combrickhousesecurity.comOther observed source1.69%423612
#75 of 222Digitalsafetysquad.comdigitalsafetysquad.comOther observed source1.69%423612
#76 of 222Elwatannews.comelwatannews.comEditorial publication1.69%423612
#77 of 222Fone.tipsfone.tipsEditorial publication1.69%423612
#78 of 222Mobiles.co.ukmobiles.co.ukOther observed source1.69%423612
#79 of 222Mwm.aimwm.aiOther observed source1.69%423612
#80 of 222Mytrendyphone.nlmytrendyphone.nlOther observed source1.69%423612
#81 of 222Note.comnote.comOther observed source1.69%423612
#82 of 222Ourpact.comourpact.comOther observed source1.69%423612
#83 of 222Reolink.comreolink.comOther observed source1.69%423612
#84 of 222Safemykid.comsafemykid.comOther observed source1.69%423612
#85 of 222Timily.apptimily.appOther observed source1.69%423612
#86 of 222Americagardensusa.comamericagardensusa.comOther observed source1.27%323612
#87 of 222BestForAndroidbestforandroid.comEditorial publication1.27%323612
#88 of 222Engadgetengadget.comEditorial publication1.27%323612
#89 of 222Familyappshub.comfamilyappshub.comOther observed source1.27%323612
#90 of 222Fatherlyfatherly.comEditorial publication1.27%323612
#91 of 222Frontier.comfrontier.comOther observed source1.27%323612
#92 of 222Itechguides.comitechguides.comMarket and company database1.27%323612
#93 of 222Mobilespy.iomobilespy.ioOther observed source1.27%323612
#94 of 222Onlinesafetychecker.comonlinesafetychecker.comOther observed source1.27%323612
#95 of 222Privacysavvy.comprivacysavvy.comOther observed source1.27%323612
#96 of 222Skywondergps.comskywondergps.comOther observed source1.27%323612
#97 of 222Spacehawkgps.comspacehawkgps.comOther observed source1.27%323612
#98 of 222Tagandtether.comtagandtether.comOther observed source1.27%323612
#99 of 222Tech-vise.comtech-vise.comOther observed source1.27%323612
#100 of 222Techfrontier.com.autechfrontier.com.auOther observed source1.27%323612

Showing the first 100 rows from 222 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Family Software / Best tools: 222 observed source domains in the leaderboard, measured on 236 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/best_x. CC BY 4.0.
APA
Parrott, J. (2026). Family Software / Best tools 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/best_x https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrifamilysoftwarebestx,
  author = {Parrott, Jaxon},
  title = {Family Software / Best tools 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/best_x},
  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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