Consumer Finance

Published segment leaderboard

Consumer Finance: Top lists in the Machine Relations Index

This leaderboard uses only the Consumer Finance / Top lists segment denominator: 273 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs273

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains348

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 348NerdWalletnerdwallet.comEditorial publication35.53%9727312
#2 of 348Forbesforbes.comEditorial publication25.64%7027312
#3 of 348Bankrate.combankrate.comOther observed source22.71%6227312
#4 of 348CNBCcnbc.comEditorial publication19.78%5427312
#5 of 348The Wall Street Journalwsj.comEditorial publication19.41%5327312
#6 of 348Experian.comexperian.comVendor-owned source18.32%5027312
#7 of 348Redditreddit.comCommunity and social platform17.58%4827312
#8 of 348Lendingtree.comlendingtree.comOther observed source16.48%4527312
#9 of 348Moneymoney.comEditorial publication15.02%4127312
#10 of 348Sofi.comsofi.comOther observed source14.29%3927312
#11 of 348Credible.comcredible.comOther observed source13.55%3727312
#12 of 348Moneygeek.commoneygeek.comOther observed source13.55%3727312
#13 of 348YouTubeyoutube.comSearch or media platform13.19%3627312
#14 of 348Discover.comdiscover.comOther observed source12.82%3527312
#15 of 348Ethos.comethos.comOther observed source11.72%3227312
#16 of 348Investopedia.cominvestopedia.comOther observed source10.26%2827312
#17 of 348Citi.comciti.comOther observed source9.89%2727312
#18 of 348Walletgrower.comwalletgrower.comOther observed source9.89%2727312
#19 of 348Wellsfargo.comwellsfargo.comOther observed source9.89%2727312
#20 of 348Creditkarma.comcreditkarma.comOther observed source9.16%2527312
#21 of 348Unbiased.comunbiased.comVendor-owned source8.79%2427312
#22 of 348Wallethub.comwallethub.comOther observed source7.69%2127312
#23 of 348Finder.comfinder.comEditorial publication6.96%1927312
#24 of 348Moneylion.commoneylion.comOther observed source6.96%1927312
#25 of 348Policygenius.compolicygenius.comOther observed source6.59%1827312
#26 of 348Td.comtd.comOther observed source5.86%1627312
#27 of 348Vanguard.comvanguard.comOther observed source5.86%1627312
#28 of 348Moneywise.commoneywise.comOther observed source5.49%1527312
#29 of 348Mutualofomaha.commutualofomaha.comOther observed source5.49%1527312
#30 of 348Roboadvisorpros.comroboadvisorpros.comOther observed source5.49%1527312
#31 of 348Upgrade.comupgrade.comOther observed source5.49%1527312
#32 of 348Kiplingerkiplinger.comEditorial publication5.13%1427312
#33 of 348Morningstar.commorningstar.comMarket and company database4.76%1327312
#34 of 348Termhero.comtermhero.comOther observed source4.76%1327312
#35 of 348Truthifi.comtruthifi.comOther observed source4.76%1327312
#36 of 348Lightstream.comlightstream.comOther observed source4.40%1227312
#37 of 348Elifeins.comelifeins.comOther observed source4.03%1127312
#38 of 348Legaciesins.comlegaciesins.comOther observed source4.03%1127312
#39 of 348Penfed.orgpenfed.orgOther observed source4.03%1127312
#40 of 348Progressive.comprogressive.comOther observed source4.03%1127312
#41 of 348Seniorliving.orgseniorliving.orgOther observed source4.03%1127312
#42 of 348Smartasset.comsmartasset.comOther observed source4.03%1127312
#43 of 348Truist.comtruist.comOther observed source4.03%1127312
#44 of 348U.S. News & World Reportusnews.comEditorial publication4.03%1127312
#45 of 348Business Insiderbusinessinsider.comEditorial publication3.66%1027312
#46 of 348Newyorklife.comnewyorklife.comOther observed source3.66%1027312
#47 of 348Schwab.comschwab.comOther observed source3.66%1027312
#48 of 348Truliantfcu.orgtruliantfcu.orgOther observed source3.66%1027312
#49 of 348Upstart.comupstart.comOther observed source3.66%1027312
#50 of 348Aflac.comaflac.comOther observed source3.30%927312
#51 of 348The Daily Vanguarddailyvanguard.comEditorial publication3.30%927312
#52 of 348Debt.orgdebt.orgOther observed source3.30%927312
#53 of 348Facebook.comfacebook.comCommunity and social platform3.30%927312
#54 of 348Financer.comfinancer.comOther observed source3.30%927312
#55 of 348Finanso.comfinanso.comOther observed source3.30%927312
#56 of 348Haznos.orghaznos.orgOther observed source3.30%927312
#57 of 348Instabrain.ioinstabrain.ioOther observed source3.30%927312
#58 of 348Primerates.comprimerates.comOther observed source3.30%927312
#59 of 348Quote.comquote.comOther observed source3.30%927312
#60 of 348Yahoo Newsyahoo.comEditorial publication3.30%927312
#61 of 348Fidelity.comfidelity.comOther observed source2.93%827312
#62 of 348Golightstream.comgolightstream.comOther observed source2.93%827312
#63 of 348Key.comkey.comOther observed source2.93%827312
#64 of 348Lifeinsure.comlifeinsure.comOther observed source2.93%827312
#65 of 348Pointswithacrew.compointswithacrew.comOther observed source2.93%827312
#66 of 348PR Newswireprnewswire.comWire and press-release distribution2.93%827312
#67 of 348Real Cost Reportrealcostreport.comOther observed source2.93%827312
#68 of 348TIMEtime.comEditorial publication2.93%827312
#69 of 348Valuepenguin.comvaluepenguin.comOther observed source2.93%827312
#70 of 348Whitecoatinvestor.comwhitecoatinvestor.comOther observed source2.93%827312
#71 of 348Aaa.comaaa.comOther observed source2.56%727312
#72 of 348Betterment.combetterment.comOther observed source2.56%727312
#73 of 348Careproinsurance.comcareproinsurance.comOther observed source2.56%727312
#74 of 348Financestackhub.comfinancestackhub.comOther observed source2.56%727312
#75 of 348Guardianlife.comguardianlife.comOther observed source2.56%727312
#76 of 348Realmhealth.comrealmhealth.comOther observed source2.56%727312
#77 of 348USA Todayusatoday.comEditorial publication2.56%727312
#78 of 348Wealthfront.comwealthfront.comOther observed source2.56%727312
#79 of 348Wealthypot.comwealthypot.comOther observed source2.56%727312
#80 of 348Cashflowcalendar.appcashflowcalendar.appOther observed source2.20%627312
#81 of 348En-lightstream.comen-lightstream.comOther observed source2.20%627312
#82 of 348Financialistfinancialist.comEditorial publication2.20%627312
#83 of 348The Motley Foolfool.comEditorial publication2.20%627312
#84 of 348Gettidyflow.comgettidyflow.comOther observed source2.20%627312
#85 of 348Logowik.comlogowik.comOther observed source2.20%627312
#86 of 348Themodernwallet.comthemodernwallet.comOther observed source2.20%627312
#87 of 348Thinkadvisor.comthinkadvisor.comOther observed source2.20%627312
#88 of 348Trustage.comtrustage.comOther observed source2.20%627312
#89 of 348Bills.combills.comOther observed source1.83%527312
#90 of 348Canopy Presscanopy.pressOther observed source1.83%527312
#91 of 348Cardinallife.comcardinallife.comOther observed source1.83%527312
#92 of 348CBS Newscbsnews.comEditorial publication1.83%527312
#93 of 348Fidelitylife.comfidelitylife.comOther observed source1.83%527312
#94 of 348Insurancegeek.cominsurancegeek.comOther observed source1.83%527312
#95 of 348Moneysupermarket.commoneysupermarket.comOther observed source1.83%527312
#96 of 348Mortgage-info.commortgage-info.comOther observed source1.83%527312
#97 of 348Mycreditunion.govmycreditunion.govAcademic and government source1.83%527312
#98 of 348Nationwide.comnationwide.comOther observed source1.83%527312
#99 of 348Switchwize.comswitchwize.comOther observed source1.83%527312
#100 of 348TheCreditReviewthecreditreview.comOther observed source1.83%527312

Showing the first 100 rows from 348 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Consumer Finance / Top lists: 348 observed source domains in the leaderboard, measured on 273 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/consumer-finance/top_list. CC BY 4.0.
APA
Parrott, J. (2026). Consumer Finance / Top lists in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/consumer-finance/top_list https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mriconsumerfinancetoplist,
  author = {Parrott, Jaxon},
  title = {Consumer Finance / Top lists 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/consumer-finance/top_list},
  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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