Consumer Finance

Published segment leaderboard

Consumer Finance: Best tools in the Machine Relations Index

This leaderboard uses only the Consumer Finance / Best tools segment denominator: 279 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs279

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains341

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 341Forbesforbes.comEditorial publication30.47%8527912
#2 of 341NerdWalletnerdwallet.comEditorial publication30.47%8527912
#3 of 341CNBCcnbc.comEditorial publication28.67%8027912
#4 of 341Kiplingerkiplinger.comEditorial publication20.43%5727912
#5 of 341Bankrate.combankrate.comOther observed source18.64%5227912
#6 of 341American Expressamericanexpress.comOther observed source17.20%4827912
#7 of 341Yahoo Newsyahoo.comEditorial publication16.85%4727912
#8 of 341Redditreddit.comCommunity and social platform15.05%4227912
#9 of 341The Motley Foolfool.comEditorial publication12.90%3627912
#10 of 341Experian.comexperian.comVendor-owned source12.54%3527912
#11 of 341Marcus.commarcus.comOther observed source12.54%3527912
#12 of 341YouTubeyoutube.comSearch or media platform12.19%3427912
#13 of 341Capitalone.comcapitalone.comOther observed source11.83%3327912
#14 of 341Ramseysolutions.comramseysolutions.comOther observed source11.47%3227912
#15 of 341The Wall Street Journalwsj.comEditorial publication11.11%3127912
#16 of 341Investopedia.cominvestopedia.comOther observed source9.32%2627912
#17 of 341Thepennyhoarder.comthepennyhoarder.comOther observed source9.32%2627912
#18 of 341Financebuzz.comfinancebuzz.comOther observed source8.60%2427912
#19 of 341Ally.comally.comOther observed source7.17%2027912
#20 of 341Everbank.comeverbank.comOther observed source7.17%2027912
#21 of 341Chime.comchime.comOther observed source6.81%1927912
#22 of 341Fortunefortune.comEditorial publication6.81%1927912
#23 of 341Mediummedium.comCommunity and social platform6.81%1927912
#24 of 341CNETcnet.comEditorial publication6.45%1827912
#25 of 341Luckyfriday.appluckyfriday.appOther observed source6.45%1827912
#26 of 341Salliemae.comsalliemae.comOther observed source6.09%1727912
#27 of 341Solofinancehub.comsolofinancehub.comOther observed source6.09%1727912
#28 of 341U.S. News & World Reportusnews.comEditorial publication6.09%1727912
#29 of 341Cashflowcalendar.appcashflowcalendar.appOther observed source5.73%1627912
#30 of 341CBS Newscbsnews.comEditorial publication5.73%1627912
#31 of 341Rocketmoney.comrocketmoney.comOther observed source5.73%1627912
#32 of 341Joingerald.comjoingerald.comOther observed source5.38%1527912
#33 of 341Synchrony.comsynchrony.comOther observed source4.66%1327912
#34 of 341Eringobler.comeringobler.comOther observed source4.30%1227912
#35 of 341Intuit.comintuit.comOther observed source4.30%1227912
#36 of 341Useorigin.comuseorigin.comOther observed source4.30%1227912
#37 of 341Walletgrower.comwalletgrower.comOther observed source4.30%1227912
#38 of 341Goodbudget.comgoodbudget.comOther observed source3.94%1127912
#39 of 341Moneyatlas.commoneyatlas.comOther observed source3.94%1127912
#40 of 341PCMagpcmag.comEditorial publication3.94%1127912
#41 of 341USA Todayusatoday.comEditorial publication3.94%1127912
#42 of 341Apple News (Syndication from Grit Daily)apple.comOther observed source3.58%1027912
#43 of 341Finviro.appfinviro.appOther observed source3.58%1027912
#44 of 341Saasworthy.comsaasworthy.comOther observed source3.58%1027912
#45 of 341Safetyyield.comsafetyyield.comOther observed source3.58%1027912
#46 of 341Monefy.commonefy.comOther observed source3.23%927912
#47 of 341Wealthpursuits.comwealthpursuits.comOther observed source3.23%927912
#48 of 341Yieldfund.comyieldfund.comOther observed source3.23%927912
#49 of 341Kubera.comkubera.comOther observed source2.87%827912
#50 of 341Mybanktracker.commybanktracker.comOther observed source2.87%827912
#51 of 341Pickyfox.compickyfox.comOther observed source2.87%827912
#52 of 341TechRadartechradar.comEditorial publication2.87%827912
#53 of 341Thebudgetbadger.comthebudgetbadger.comOther observed source2.87%827912
#54 of 341Carry.comcarry.comOther observed source2.51%727912
#55 of 341Communityamerica.comcommunityamerica.comOther observed source2.51%727912
#56 of 341Elitewealthplan.comelitewealthplan.comOther observed source2.51%727912
#57 of 341Financestackhub.comfinancestackhub.comOther observed source2.51%727912
#58 of 341Ingstart.comingstart.comOther observed source2.51%727912
#59 of 341Investlane.cominvestlane.comOther observed source2.51%727912
#60 of 341Matthewstrom.commatthewstrom.comOther observed source2.51%727912
#61 of 341Shelter.moneyshelter.moneyOther observed source2.51%727912
#62 of 341Smartasset.comsmartasset.comOther observed source2.51%727912
#63 of 341Wealthfront.comwealthfront.comOther observed source2.51%727912
#64 of 341Auritrack.comauritrack.comOther observed source2.15%627912
#65 of 341Earnvestly.comearnvestly.comOther observed source2.15%627912
#66 of 341Engadgetengadget.comEditorial publication2.15%627912
#67 of 341Letsallbudget.comletsallbudget.comOther observed source2.15%627912
#68 of 341Logodix.comlogodix.comOther observed source2.15%627912
#69 of 341Moneysavingexpert.commoneysavingexpert.comOther observed source2.15%627912
#70 of 341Myfico.commyfico.comOther observed source2.15%627912
#71 of 341Wallethub.comwallethub.comOther observed source2.15%627912
#72 of 341BGRbgr.comEditorial publication1.79%527912
#73 of 341Business Insiderbusinessinsider.comEditorial publication1.79%527912
#74 of 341Creditkarma.comcreditkarma.comOther observed source1.79%527912
#75 of 341Envelopebudgeting.comenvelopebudgeting.comOther observed source1.79%527912
#76 of 341Financewonk.comfinancewonk.comOther observed source1.79%527912
#77 of 341Firstcard.appfirstcard.appOther observed source1.79%527912
#78 of 341Freeappsforme.comfreeappsforme.comOther observed source1.79%527912
#79 of 341Instantloan.sginstantloan.sgOther observed source1.79%527912
#80 of 341Loudmoneymoves.comloudmoneymoves.comOther observed source1.79%527912
#81 of 341Morningstar.commorningstar.comMarket and company database1.79%527912
#82 of 341Paylocity.compaylocity.comOther observed source1.79%527912
#83 of 341Quicken.comquicken.comOther observed source1.79%527912
#84 of 341Waypointbudget.comwaypointbudget.comOther observed source1.79%527912
#85 of 341Wealthpulseguide.comwealthpulseguide.comOther observed source1.79%527912
#86 of 341Wealthvieu.comwealthvieu.comOther observed source1.79%527912
#87 of 341Ynab.comynab.comOther observed source1.79%527912
#88 of 341Amppfy.comamppfy.comOther observed source1.43%427912
#89 of 341Axosbank.comaxosbank.comOther observed source1.43%427912
#90 of 341Bestmoney.combestmoney.comOther observed source1.43%427912
#91 of 341Budgetplannerhq.combudgetplannerhq.comOther observed source1.43%427912
#92 of 341Calcmoney.iocalcmoney.ioOther observed source1.43%427912
#93 of 341Choosefi.comchoosefi.comOther observed source1.43%427912
#94 of 341Citizensbank.comcitizensbank.comOther observed source1.43%427912
#95 of 341Compareaccounts.comcompareaccounts.comOther observed source1.43%427912
#96 of 341Depositaccounts.comdepositaccounts.comOther observed source1.43%427912
#97 of 341Fueler.iofueler.ioOther observed source1.43%427912
#98 of 341Greenfi.comgreenfi.comOther observed source1.43%427912
#99 of 341Moneymoney.comEditorial publication1.43%427912
#100 of 341News24news24.comEditorial publication1.43%427912

Showing the first 100 rows from 341 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Consumer Finance / Best tools: 341 observed source domains in the leaderboard, measured on 279 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/best_x. CC BY 4.0.
APA
Parrott, J. (2026). Consumer Finance / 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/consumer-finance/best_x https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mriconsumerfinancebestx,
  author = {Parrott, Jaxon},
  title = {Consumer Finance / 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/consumer-finance/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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