Evidence floor met in this release.
Consumer FinanceStatePublished Observed runs132 Run dates7 Observed domains233
Published segment leaderboard
Consumer Finance: Top lists in the Machine Relations Index
This leaderboard uses only the Consumer Finance / Top lists segment denominator: 132 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 233 | Nerdwallet.comnerdwallet.com | Editorial publication | 38.64% | 51 | 132 | 7 | Unavailable |
| #2 of 233 | Forbesforbes.com | Editorial publication | 30.30% | 40 | 132 | 7 | Unavailable |
| #3 of 233 | Redditreddit.com | Community and social platform | 28.03% | 37 | 132 | 7 | Unavailable |
| #4 of 233 | Bankrate.combankrate.com | Other observed source | 27.27% | 36 | 132 | 7 | Unavailable |
| #5 of 233 | Experian.comexperian.com | Vendor-owned source | 23.48% | 31 | 132 | 7 | Unavailable |
| #6 of 233 | Wall Street Journalwsj.com | Editorial publication | 23.48% | 31 | 132 | 7 | Unavailable |
| #7 of 233 | Lendingtree.comlendingtree.com | Other observed source | 20.45% | 27 | 132 | 7 | Unavailable |
| #8 of 233 | Money.commoney.com | Other observed source | 19.70% | 26 | 132 | 7 | Unavailable |
| #9 of 233 | YouTubeyoutube.com | Search or media platform | 19.70% | 26 | 132 | 7 | Unavailable |
| #10 of 233 | Discover.comdiscover.com | Other observed source | 18.18% | 24 | 132 | 7 | Unavailable |
| #11 of 233 | Sofi.comsofi.com | Other observed source | 18.18% | 24 | 132 | 7 | Unavailable |
| #12 of 233 | Moneygeek.commoneygeek.com | Other observed source | 15.91% | 21 | 132 | 7 | Unavailable |
| #13 of 233 | Credible.comcredible.com | Other observed source | 15.15% | 20 | 132 | 7 | Unavailable |
| #14 of 233 | Ethos.comethos.com | Other observed source | 15.15% | 20 | 132 | 7 | Unavailable |
| #15 of 233 | Wellsfargo.comwellsfargo.com | Other observed source | 14.39% | 19 | 132 | 7 | Unavailable |
| #16 of 233 | Citi.comciti.com | Other observed source | 9.85% | 13 | 132 | 7 | Unavailable |
| #17 of 233 | Creditkarma.comcreditkarma.com | Other observed source | 9.85% | 13 | 132 | 7 | Unavailable |
| #18 of 233 | Walletgrower.comwalletgrower.com | Other observed source | 9.85% | 13 | 132 | 7 | Unavailable |
| #19 of 233 | Cnbc.comcnbc.com | Editorial publication | 9.09% | 12 | 132 | 7 | Unavailable |
| #20 of 233 | Lightstream.comlightstream.com | Other observed source | 9.09% | 12 | 132 | 7 | Unavailable |
| #21 of 233 | Mutualofomaha.commutualofomaha.com | Other observed source | 9.09% | 12 | 132 | 7 | Unavailable |
| #22 of 233 | Finder.comfinder.com | Market and company database | 8.33% | 11 | 132 | 7 | Unavailable |
| #23 of 233 | Moneywise.commoneywise.com | Other observed source | 8.33% | 11 | 132 | 7 | Unavailable |
| #24 of 233 | Newyorklife.comnewyorklife.com | Other observed source | 7.58% | 10 | 132 | 7 | Unavailable |
| #25 of 233 | Unbiased.comunbiased.com | Other observed source | 6.82% | 9 | 132 | 7 | Unavailable |
| #26 of 233 | Upgrade.comupgrade.com | Other observed source | 6.82% | 9 | 132 | 7 | Unavailable |
| #27 of 233 | Wallethub.comwallethub.com | Other observed source | 6.82% | 9 | 132 | 7 | Unavailable |
| #28 of 233 | Investopedia.cominvestopedia.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #29 of 233 | Morningstar.commorningstar.com | Market and company database | 6.06% | 8 | 132 | 7 | Unavailable |
| #30 of 233 | Pointswithacrew.compointswithacrew.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #31 of 233 | Policygenius.compolicygenius.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #32 of 233 | PR Newswireprnewswire.com | Editorial publication | 6.06% | 8 | 132 | 7 | Unavailable |
| #33 of 233 | Time.comtime.com | Editorial publication | 6.06% | 8 | 132 | 7 | Unavailable |
| #34 of 233 | Truliantfcu.orgtruliantfcu.org | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #35 of 233 | Upstart.comupstart.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #36 of 233 | Valuepenguin.comvaluepenguin.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #37 of 233 | Vanguard.comvanguard.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #38 of 233 | Financestackhub.comfinancestackhub.com | Other observed source | 5.30% | 7 | 132 | 7 | Unavailable |
| #39 of 233 | Moneylion.commoneylion.com | Other observed source | 5.30% | 7 | 132 | 7 | Unavailable |
| #40 of 233 | Penfed.orgpenfed.org | Other observed source | 5.30% | 7 | 132 | 7 | Unavailable |
| #41 of 233 | Roboadvisorpros.comroboadvisorpros.com | Other observed source | 5.30% | 7 | 132 | 7 | Unavailable |
| #42 of 233 | Schwab.comschwab.com | Other observed source | 5.30% | 7 | 132 | 7 | Unavailable |
| #43 of 233 | Debt.orgdebt.org | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #44 of 233 | Elifeins.comelifeins.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #45 of 233 | Facebook.comfacebook.com | Community and social platform | 4.55% | 6 | 132 | 7 | Unavailable |
| #46 of 233 | Fool.comfool.com | Editorial publication | 4.55% | 6 | 132 | 7 | Unavailable |
| #47 of 233 | Key.comkey.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #48 of 233 | Kiplinger.comkiplinger.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #49 of 233 | Primerates.comprimerates.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #50 of 233 | Truist.comtruist.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #51 of 233 | Truthifi.comtruthifi.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #52 of 233 | Wealthfront.comwealthfront.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #53 of 233 | Aaa.comaaa.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #54 of 233 | Aflac.comaflac.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #55 of 233 | Betterment.combetterment.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #56 of 233 | Cardinallife.comcardinallife.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #57 of 233 | Cashflowcalendar.appcashflowcalendar.app | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #58 of 233 | Cbsnews.comcbsnews.com | Editorial publication | 3.79% | 5 | 132 | 7 | Unavailable |
| #59 of 233 | Haznos.orghaznos.org | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #60 of 233 | Moneysupermarket.commoneysupermarket.com | Market and company database | 3.79% | 5 | 132 | 7 | Unavailable |
| #61 of 233 | Quote.comquote.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #62 of 233 | Seniorliving.orgseniorliving.org | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #63 of 233 | Smartasset.comsmartasset.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #64 of 233 | Td.comtd.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #65 of 233 | Thecreditreview.comthecreditreview.com | Editorial publication | 3.79% | 5 | 132 | 7 | Unavailable |
| #66 of 233 | Business Insiderbusinessinsider.com | Editorial publication | 3.03% | 4 | 132 | 7 | Unavailable |
| #67 of 233 | Fidelity.comfidelity.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #68 of 233 | Finanso.comfinanso.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #69 of 233 | Freebiesupply.comfreebiesupply.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #70 of 233 | Gettidyflow.comgettidyflow.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #71 of 233 | Happenplace.comhappenplace.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #72 of 233 | Instabrain.ioinstabrain.io | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #73 of 233 | Legaciesins.comlegaciesins.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #74 of 233 | Lifeinsure.comlifeinsure.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #75 of 233 | Mycreditunion.govmycreditunion.gov | Academic and government source | 3.03% | 4 | 132 | 7 | Unavailable |
| #76 of 233 | Ogletreefinancial.comogletreefinancial.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #77 of 233 | Termhero.comtermhero.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #78 of 233 | Trustage.comtrustage.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #79 of 233 | USA Todayusatoday.com | Editorial publication | 3.03% | 4 | 132 | 7 | Unavailable |
| #80 of 233 | Usnews.comusnews.com | Editorial publication | 3.03% | 4 | 132 | 7 | Unavailable |
| #81 of 233 | Yahooyahoo.com | Editorial publication | 3.03% | 4 | 132 | 7 | Unavailable |
| #82 of 233 | Bizbot.combizbot.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #83 of 233 | Careproinsurance.comcareproinsurance.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #84 of 233 | Clearvaluelending.comclearvaluelending.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #85 of 233 | Consumersadvocate.orgconsumersadvocate.org | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #86 of 233 | Contentvibee.comcontentvibee.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #87 of 233 | Dailyvanguard.comdailyvanguard.com | Editorial publication | 2.27% | 3 | 132 | 7 | Unavailable |
| #88 of 233 | En-lightstream.comen-lightstream.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #89 of 233 | Fidelitylife.comfidelitylife.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #90 of 233 | Firstcard.appfirstcard.app | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #91 of 233 | Frec.comfrec.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #92 of 233 | Iensureinsurance.comiensureinsurance.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #93 of 233 | Investlane.cominvestlane.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #94 of 233 | Iwillteachyoutoberich.comiwillteachyoutoberich.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #95 of 233 | Moneymade.iomoneymade.io | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #96 of 233 | Myfinancial101.commyfinancial101.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #97 of 233 | Progressive.comprogressive.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #98 of 233 | Reinsurancene.wsreinsurancene.ws | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #99 of 233 | Seeklogo.comseeklogo.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #100 of 233 | Thelending.groupthelending.group | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
Showing the first 100 rows from 233 observed domains.
Release and boundary
How to cite this segment
Consumer Finance / Top lists: 233 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/consumer-finance/top_list.
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.