Evidence floor met in this release.
Family SoftwareStatePublished Observed runs114 Run dates7 Observed domains118
Published segment leaderboard
Family Software: Best tools in the Machine Relations Index
This leaderboard uses only the Family Software / Best tools segment denominator: 114 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 118 | TechRadartechradar.com | Editorial publication | 34.21% | 39 | 114 | 7 | Unavailable |
| #2 of 118 | Tomsguide.comtomsguide.com | Other observed source | 31.58% | 36 | 114 | 7 | Unavailable |
| #3 of 118 | Allaboutcookies.orgallaboutcookies.org | Other observed source | 28.07% | 32 | 114 | 7 | Unavailable |
| #4 of 118 | Safetydetectives.comsafetydetectives.com | Other observed source | 24.56% | 28 | 114 | 7 | Unavailable |
| #5 of 118 | Redditreddit.com | Community and social platform | 21.93% | 25 | 114 | 7 | Unavailable |
| #6 of 118 | Impulsec.comimpulsec.com | Other observed source | 21.05% | 24 | 114 | 7 | Unavailable |
| #7 of 118 | Forbesforbes.com | Editorial publication | 20.18% | 23 | 114 | 7 | Unavailable |
| #8 of 118 | Nytimes.comnytimes.com | Editorial publication | 16.67% | 19 | 114 | 7 | Unavailable |
| #9 of 118 | PC Mag (Profile Post Only)pcmag.com | Editorial publication | 14.04% | 16 | 114 | 7 | Unavailable |
| #10 of 118 | Kidgy.comkidgy.com | Other observed source | 13.16% | 15 | 114 | 7 | Unavailable |
| #11 of 118 | Screentimelabs.comscreentimelabs.com | Other observed source | 12.28% | 14 | 114 | 7 | Unavailable |
| #12 of 118 | Useboomerang.comuseboomerang.com | Other observed source | 11.40% | 13 | 114 | 7 | Unavailable |
| #13 of 118 | Cybernews.comcybernews.com | Editorial publication | 10.53% | 12 | 114 | 7 | Unavailable |
| #14 of 118 | Apple Newsapple.com | Editorial publication | 9.65% | 11 | 114 | 7 | Unavailable |
| #15 of 118 | Parental-control.netparental-control.net | Other observed source | 9.65% | 11 | 114 | 7 | Unavailable |
| #16 of 118 | Scannero.comscannero.com | Other observed source | 9.65% | 11 | 114 | 7 | Unavailable |
| #17 of 118 | Airdroid.comairdroid.com | Other observed source | 8.77% | 10 | 114 | 7 | Unavailable |
| #18 of 118 | Familytime.iofamilytime.io | Other observed source | 8.77% | 10 | 114 | 7 | Unavailable |
| #19 of 118 | Mspy.commspy.com | Other observed source | 8.77% | 10 | 114 | 7 | Unavailable |
| #20 of 118 | Safewise.comsafewise.com | Other observed source | 8.77% | 10 | 114 | 7 | Unavailable |
| #21 of 118 | Digitalforlife.gov.sgdigitalforlife.gov.sg | Other observed source | 7.89% | 9 | 114 | 7 | Unavailable |
| #22 of 118 | Life360.comlife360.com | Other observed source | 7.02% | 8 | 114 | 7 | Unavailable |
| #23 of 118 | Unstar.appunstar.app | Other observed source | 7.02% | 8 | 114 | 7 | Unavailable |
| #24 of 118 | Wondershare.comwondershare.com | Other observed source | 7.02% | 8 | 114 | 7 | Unavailable |
| #25 of 118 | Digital Trendsdigitaltrends.com | Editorial publication | 6.14% | 7 | 114 | 7 | Unavailable |
| #26 of 118 | Hoverwatch.comhoverwatch.com | Other observed source | 6.14% | 7 | 114 | 7 | Unavailable |
| #27 of 118 | Qustodio.comqustodio.com | Other observed source | 6.14% | 7 | 114 | 7 | Unavailable |
| #28 of 118 | Securityhero.iosecurityhero.io | Other observed source | 6.14% | 7 | 114 | 7 | Unavailable |
| #29 of 118 | Zamily.appzamily.app | Other observed source | 6.14% | 7 | 114 | 7 | Unavailable |
| #30 of 118 | Canopy.uscanopy.us | Other observed source | 5.26% | 6 | 114 | 7 | Unavailable |
| #31 of 118 | Security.orgsecurity.org | Other observed source | 5.26% | 6 | 114 | 7 | Unavailable |
| #32 of 118 | Cellphonelocate.netcellphonelocate.net | Other observed source | 4.39% | 5 | 114 | 7 | Unavailable |
| #33 of 118 | Heypolo.comheypolo.com | Other observed source | 4.39% | 5 | 114 | 7 | Unavailable |
| #34 of 118 | Kids360.appkids360.app | Other observed source | 4.39% | 5 | 114 | 7 | Unavailable |
| #35 of 118 | Parentaler.comparentaler.com | Other observed source | 4.39% | 5 | 114 | 7 | Unavailable |
| #36 of 118 | Softonic.comsoftonic.com | Other observed source | 4.39% | 5 | 114 | 7 | Unavailable |
| #37 of 118 | Thefamilypick.comthefamilypick.com | Other observed source | 4.39% | 5 | 114 | 7 | Unavailable |
| #38 of 118 | YouTubeyoutube.com | Search or media platform | 4.39% | 5 | 114 | 7 | Unavailable |
| #39 of 118 | Bark.usbark.us | Other observed source | 3.51% | 4 | 114 | 7 | Unavailable |
| #40 of 118 | Digitalsafetysquad.comdigitalsafetysquad.com | Other observed source | 3.51% | 4 | 114 | 7 | Unavailable |
| #41 of 118 | Educationalappstore.comeducationalappstore.com | Other observed source | 3.51% | 4 | 114 | 7 | Unavailable |
| #42 of 118 | Family1st.iofamily1st.io | Other observed source | 3.51% | 4 | 114 | 7 | Unavailable |
| #43 of 118 | Kidsee.appkidsee.app | Other observed source | 3.51% | 4 | 114 | 7 | Unavailable |
| #44 of 118 | Reolink.comreolink.com | Other observed source | 3.51% | 4 | 114 | 7 | Unavailable |
| #45 of 118 | Vigilkids.comvigilkids.com | Other observed source | 3.51% | 4 | 114 | 7 | Unavailable |
| #46 of 118 | Xnspy.comxnspy.com | Other observed source | 3.51% | 4 | 114 | 7 | Unavailable |
| #47 of 118 | Americagardensusa.comamericagardensusa.com | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #48 of 118 | Aptoide.comaptoide.com | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #49 of 118 | Batteryhubs.combatteryhubs.com | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #50 of 118 | Brickhousesecurity.combrickhousesecurity.com | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #51 of 118 | Familyappshub.comfamilyappshub.com | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #52 of 118 | Imobie.comimobie.com | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #53 of 118 | Logistimatics.comlogistimatics.com | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #54 of 118 | Mobilespy.iomobilespy.io | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #55 of 118 | Ourpact.comourpact.com | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #56 of 118 | Privacysavvy.comprivacysavvy.com | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #57 of 118 | Screenfine.infoscreenfine.info | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #58 of 118 | Techfrontier.com.autechfrontier.com.au | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #59 of 118 | Technorms.comtechnorms.com | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #60 of 118 | Wizcase.comwizcase.com | Other observed source | 2.63% | 3 | 114 | 7 | Unavailable |
| #61 of 118 | Aio.lvaio.lv | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #62 of 118 | Appsmamma.comappsmamma.com | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #63 of 118 | Becloser.combecloser.com | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #64 of 118 | Consumersadvocate.orgconsumersadvocate.org | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #65 of 118 | Ecooleum.comecooleum.com | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #66 of 118 | Eyezy.comeyezy.com | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #67 of 118 | Findmykids.orgfindmykids.org | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #68 of 118 | Fone.tipsfone.tips | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #69 of 118 | Frontier.comfrontier.com | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #70 of 118 | Gpsdad.comgpsdad.com | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #71 of 118 | Hp.comhp.com | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #72 of 118 | Mobileappdaily.commobileappdaily.com | Editorial publication | 1.75% | 2 | 114 | 7 | Unavailable |
| #73 of 118 | Mwm.aimwm.ai | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #74 of 118 | Numfinder.comnumfinder.com | Market and company database | 1.75% | 2 | 114 | 7 | Unavailable |
| #75 of 118 | Optus.com.auoptus.com.au | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #76 of 118 | Siemens-mobile.comsiemens-mobile.com | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #77 of 118 | Support.comsupport.com | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #78 of 118 | Theweeklydriver.comtheweeklydriver.com | Editorial publication | 1.75% | 2 | 114 | 7 | Unavailable |
| #79 of 118 | Timily.apptimily.app | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #80 of 118 | Unstore.iounstore.io | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #81 of 118 | Vectorified.comvectorified.com | Other observed source | 1.75% | 2 | 114 | 7 | Unavailable |
| #82 of 118 | Alibaba.comalibaba.com | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #83 of 118 | Angelsense.comangelsense.com | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #84 of 118 | Aura.comaura.com | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #85 of 118 | Bestforandroid.combestforandroid.com | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #86 of 118 | Cyberdb.cocyberdb.co | Market and company database | 0.88% | 1 | 114 | 7 | Unavailable |
| #87 of 118 | Geekchamp.comgeekchamp.com | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #88 of 118 | Geozilla.comgeozilla.com | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #89 of 118 | Giffgaff.comgiffgaff.com | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #90 of 118 | GlobeNewswireglobenewswire.com | Wire and press-release distribution | 0.88% | 1 | 114 | 7 | Unavailable |
| #91 of 118 | Haznos.orghaznos.org | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #92 of 118 | Idntimes.comidntimes.com | Editorial publication | 0.88% | 1 | 114 | 7 | Unavailable |
| #93 of 118 | Iphoneplzen.cziphoneplzen.cz | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #94 of 118 | Kidgate.appkidgate.app | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #95 of 118 | Kpl.govkpl.gov | Academic and government source | 0.88% | 1 | 114 | 7 | Unavailable |
| #96 of 118 | Malwarebytes.commalwarebytes.com | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #97 of 118 | Mediummedium.com | Editorial publication | 0.88% | 1 | 114 | 7 | Unavailable |
| #98 of 118 | Mmguardian.commmguardian.com | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #99 of 118 | Momschoiceawards.commomschoiceawards.com | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
| #100 of 118 | My-best.commy-best.com | Other observed source | 0.88% | 1 | 114 | 7 | Unavailable |
Showing the first 100 rows from 118 observed domains.
Release and boundary
How to cite this segment
Family Software / Best tools: 118 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/best_x.
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.