Family Software

Published segment leaderboard

Family Software: Comparisons in the Machine Relations Index

This leaderboard uses only the Family Software / Comparisons segment denominator: 240 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs240

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains158

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 158Useboomerang.comuseboomerang.comOther observed source26.25%6324012
#2 of 158Bark.usbark.usOther observed source21.25%5124012
#3 of 158Impulsec.comimpulsec.comOther observed source17.92%4324012
#4 of 158Safewise.comsafewise.comOther observed source17.08%4124012
#5 of 158TechRadartechradar.comEditorial publication16.25%3924012
#6 of 158PCMagpcmag.comEditorial publication15.42%3724012
#7 of 158The New York Timesnytimes.comEditorial publication14.17%3424012
#8 of 158Security.orgsecurity.orgOther observed source13.75%3324012
#9 of 158Safetydetectives.comsafetydetectives.comOther observed source12.50%3024012
#10 of 158Redditreddit.comCommunity and social platform12.08%2924012
#11 of 158Allaboutcookies.orgallaboutcookies.orgOther observed source11.67%2824012
#12 of 158Jelliesapp.comjelliesapp.comOther observed source10.00%2424012
#13 of 158Hiwavemakers.comhiwavemakers.comOther observed source9.58%2324012
#14 of 158Meetcircle.commeetcircle.comOther observed source9.58%2324012
#15 of 158WizCasewizcase.comEditorial publication9.58%2324012
#16 of 158Screenwiseapp.comscreenwiseapp.comOther observed source9.17%2224012
#17 of 158Timily.apptimily.appOther observed source9.17%2224012
#18 of 158YouTubeyoutube.comSearch or media platform9.17%2224012
#19 of 158Netnanny.comnetnanny.comOther observed source8.33%2024012
#20 of 158Versus Reviewsversusreviews.comEditorial publication8.33%2024012
#21 of 158Brainstamped.combrainstamped.comOther observed source7.92%1924012
#22 of 158Forbesforbes.comEditorial publication7.50%1824012
#23 of 158Netgear.comnetgear.comOther observed source7.50%1824012
#24 of 158Apple News (Syndication from Grit Daily)apple.comOther observed source6.67%1624012
#25 of 158Cybernewscybernews.comEditorial publication6.67%1624012
#26 of 158Havyn.onlinehavyn.onlineOther observed source5.83%1424012
#27 of 158Silentsecurity.netsilentsecurity.netOther observed source5.00%1224012
#28 of 158Worldmetrics.orgworldmetrics.orgAnalyst and consulting research5.00%1224012
#29 of 158Whitelist.videowhitelist.videoOther observed source4.58%1124012
#30 of 158Safepassbuilder.comsafepassbuilder.comOther observed source4.17%1024012
#31 of 158Tom's Guidetomsguide.comEditorial publication4.17%1024012
#32 of 158Versusly.co.ukversusly.co.ukOther observed source4.17%1024012
#33 of 158Securityhero.iosecurityhero.ioOther observed source3.75%924012
#34 of 158Thetaskr.appthetaskr.appOther observed source3.75%924012
#35 of 158Airdroid.comairdroid.comOther observed source3.33%824012
#36 of 158Internetmatters.orginternetmatters.orgOther observed source3.33%824012
#37 of 158Kidgy.comkidgy.comOther observed source3.33%824012
#38 of 158Nordvpn.comnordvpn.comOther observed source3.33%824012
#39 of 158Screenbuddyapp.comscreenbuddyapp.comOther observed source3.33%824012
#40 of 158Slideshare.netslideshare.netOther observed source3.33%824012
#41 of 158Mashablemashable.comEditorial publication2.92%724012
#42 of 158Wesavethekids.orgwesavethekids.orgOther observed source2.92%724012
#43 of 158Childrenandscreens.orgchildrenandscreens.orgOther observed source2.50%624012
#44 of 158Facebook.comfacebook.comCommunity and social platform2.50%624012
#45 of 158Gitnux.orggitnux.orgAnalyst and consulting research2.50%624012
#46 of 158Privacyguides.netprivacyguides.netCommunity and social platform2.50%624012
#47 of 158Wifitalents.comwifitalents.comAnalyst and consulting research2.50%624012
#48 of 158Android Centralandroidcentral.comEditorial publication2.08%524012
#49 of 158Bfgapps.cobfgapps.coOther observed source2.08%524012
#50 of 158Canopy.uscanopy.usOther observed source2.08%524012
#51 of 158Consumer Reportsconsumerreports.orgEditorial publication2.08%524012
#52 of 158Familytechzone.comfamilytechzone.comOther observed source2.08%524012
#53 of 158Geekchamp.comgeekchamp.comOther observed source2.08%524012
#54 of 158Itechguides.comitechguides.comMarket and company database2.08%524012
#55 of 158Launchroomapps.comlaunchroomapps.comOther observed source2.08%524012
#56 of 158Thesocialinstitute.comthesocialinstitute.comOther observed source2.08%524012
#57 of 158Zipdo.cozipdo.coAnalyst and consulting research2.08%524012
#58 of 158Cloudwards.netcloudwards.netOther observed source1.67%424012
#59 of 158Internetsafetyforchildren.cominternetsafetyforchildren.comOther observed source1.67%424012
#60 of 158Mspy.commspy.comOther observed source1.67%424012
#61 of 158NBC Newsnbcnews.comEditorial publication1.67%424012
#62 of 158Nexspy.comnexspy.comOther observed source1.67%424012
#63 of 158Rsinc.comrsinc.comOther observed source1.67%424012
#64 of 158Rynj.orgrynj.orgOther observed source1.67%424012
#65 of 158Theaidad.aitheaidad.aiOther observed source1.67%424012
#66 of 158Thehightechsociety.comthehightechsociety.comVendor-owned source1.67%424012
#67 of 158Tinybeans.comtinybeans.comOther observed source1.67%424012
#68 of 1583eyes.app3eyes.appOther observed source1.25%324012
#69 of 158Americanspcc.orgamericanspcc.orgOther observed source1.25%324012
#70 of 158Breachexpress.combreachexpress.comEditorial publication1.25%324012
#71 of 158Consumerapps.coconsumerapps.coOther observed source1.25%324012
#72 of 158Findmykids.orgfindmykids.orgOther observed source1.25%324012
#73 of 158Helpingparentswin.comhelpingparentswin.comOther observed source1.25%324012
#74 of 158Kidpulse.appkidpulse.appOther observed source1.25%324012
#75 of 158Lifehackerlifehacker.comEditorial publication1.25%324012
#76 of 158Mobicip.commobicip.comOther observed source1.25%324012
#77 of 158News18news18.comEditorial publication1.25%324012
#78 of 158PC Worldpcworld.comOther observed source1.25%324012
#79 of 158Rajeshkumar.xyzrajeshkumar.xyzOther observed source1.25%324012
#80 of 158Rankvault.orgrankvault.orgOther observed source1.25%324012
#81 of 158Scribehow.comscribehow.comOther observed source1.25%324012
#82 of 158Substack.comsubstack.comCommunity and social platform1.25%324012
#83 of 158Techlockdown.comtechlockdown.comOther observed source1.25%324012
#84 of 158Android.comandroid.comOther observed source0.83%224012
#85 of 158Batten Cyberbattencyber.comEditorial publication0.83%224012
#86 of 158Bestbuy.combestbuy.comOther observed source0.83%224012
#87 of 158Best Reviewsbestreviews.netEditorial publication0.83%224012
#88 of 158Common Sense Mediacommonsensemedia.orgEditorial publication0.83%224012
#89 of 158Devopsschool.comdevopsschool.comOther observed source0.83%224012
#90 of 158Dupple.comdupple.comOther observed source0.83%224012
#91 of 158Europa.eueuropa.euAcademic and government source0.83%224012
#92 of 158Fox Newsfoxnews.comEditorial publication0.83%224012
#93 of 158Habitdoom.comhabitdoom.comOther observed source0.83%224012
#94 of 158Kids360.appkids360.appOther observed source0.83%224012
#95 of 158Kidsafe360.comkidsafe360.comOther observed source0.83%224012
#96 of 158Mmguardian.commmguardian.comOther observed source0.83%224012
#97 of 158Oakleys.org.ukoakleys.org.ukOther observed source0.83%224012
#98 of 158Onelimit.apponelimit.appOther observed source0.83%224012
#99 of 158Parental-control.netparental-control.netOther observed source0.83%224012
#100 of 158Parentverse.coparentverse.coOther observed source0.83%224012

Showing the first 100 rows from 158 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Family Software / Comparisons: 158 observed source domains in the leaderboard, measured on 240 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/x_vs_y. CC BY 4.0.
APA
Parrott, J. (2026). Family Software / Comparisons 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/x_vs_y https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrifamilysoftwarexvsy,
  author = {Parrott, Jaxon},
  title = {Family Software / Comparisons 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/x_vs_y},
  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.

Apply the MR Framework

Check how AI systems cite your brand.

Free MR Consultant — available as a custom GPT and a Gemini Gem. Each is pre-trained on the Machine Relations framework. Ask it to audit your entity presence, earned authority gaps, and citation frequency across ChatGPT, Claude, and Perplexity.

Open in ChatGPTOpen in Gemini