Evidence floor met in this release.
Consumer FinanceStatePublished Observed runs132 Run dates7 Observed domains236
Published segment leaderboard
Consumer Finance: Best tools in the Machine Relations Index
This leaderboard uses only the Consumer Finance / Best tools 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 236 | Forbesforbes.com | Editorial publication | 39.39% | 52 | 132 | 7 | Unavailable |
| #2 of 236 | Nerdwallet.comnerdwallet.com | Editorial publication | 29.55% | 39 | 132 | 7 | Unavailable |
| #3 of 236 | Cnbc.comcnbc.com | Editorial publication | 28.79% | 38 | 132 | 7 | Unavailable |
| #4 of 236 | Bankrate.combankrate.com | Other observed source | 27.27% | 36 | 132 | 7 | Unavailable |
| #5 of 236 | Redditreddit.com | Community and social platform | 25.00% | 33 | 132 | 7 | Unavailable |
| #6 of 236 | YouTubeyoutube.com | Search or media platform | 25.00% | 33 | 132 | 7 | Unavailable |
| #7 of 236 | Fool.comfool.com | Editorial publication | 18.94% | 25 | 132 | 7 | Unavailable |
| #8 of 236 | Americanexpress.comamericanexpress.com | Editorial publication | 18.18% | 24 | 132 | 7 | Unavailable |
| #9 of 236 | Experian.comexperian.com | Vendor-owned source | 18.18% | 24 | 132 | 7 | Unavailable |
| #10 of 236 | Kiplinger.comkiplinger.com | Other observed source | 17.42% | 23 | 132 | 7 | Unavailable |
| #11 of 236 | Yahooyahoo.com | Editorial publication | 16.67% | 22 | 132 | 7 | Unavailable |
| #12 of 236 | Marcus.commarcus.com | Other observed source | 14.39% | 19 | 132 | 7 | Unavailable |
| #13 of 236 | Ramseysolutions.comramseysolutions.com | Other observed source | 14.39% | 19 | 132 | 7 | Unavailable |
| #14 of 236 | Wall Street Journalwsj.com | Editorial publication | 12.12% | 16 | 132 | 7 | Unavailable |
| #15 of 236 | Ally.comally.com | Other observed source | 11.36% | 15 | 132 | 7 | Unavailable |
| #16 of 236 | Capitalone.comcapitalone.com | Other observed source | 11.36% | 15 | 132 | 7 | Unavailable |
| #17 of 236 | Cbsnews.comcbsnews.com | Editorial publication | 11.36% | 15 | 132 | 7 | Unavailable |
| #18 of 236 | Mediummedium.com | Editorial publication | 11.36% | 15 | 132 | 7 | Unavailable |
| #19 of 236 | Thepennyhoarder.comthepennyhoarder.com | Other observed source | 9.85% | 13 | 132 | 7 | Unavailable |
| #20 of 236 | Usnews.comusnews.com | Editorial publication | 9.85% | 13 | 132 | 7 | Unavailable |
| #21 of 236 | Financebuzz.comfinancebuzz.com | Other observed source | 9.09% | 12 | 132 | 7 | Unavailable |
| #22 of 236 | Luckyfriday.appluckyfriday.app | Other observed source | 9.09% | 12 | 132 | 7 | Unavailable |
| #23 of 236 | Cashflowcalendar.appcashflowcalendar.app | Other observed source | 7.58% | 10 | 132 | 7 | Unavailable |
| #24 of 236 | Everbank.comeverbank.com | Other observed source | 7.58% | 10 | 132 | 7 | Unavailable |
| #25 of 236 | Investopedia.cominvestopedia.com | Other observed source | 7.58% | 10 | 132 | 7 | Unavailable |
| #26 of 236 | Solofinancehub.comsolofinancehub.com | Other observed source | 7.58% | 10 | 132 | 7 | Unavailable |
| #27 of 236 | Useorigin.comuseorigin.com | Other observed source | 7.58% | 10 | 132 | 7 | Unavailable |
| #28 of 236 | Eringobler.comeringobler.com | Other observed source | 6.82% | 9 | 132 | 7 | Unavailable |
| #29 of 236 | Wealthpursuits.comwealthpursuits.com | Other observed source | 6.82% | 9 | 132 | 7 | Unavailable |
| #30 of 236 | Yieldfund.comyieldfund.com | Other observed source | 6.82% | 9 | 132 | 7 | Unavailable |
| #31 of 236 | Fortunefortune.com | Editorial publication | 6.06% | 8 | 132 | 7 | Unavailable |
| #32 of 236 | Moneyatlas.commoneyatlas.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #33 of 236 | Salliemae.comsalliemae.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #34 of 236 | Synchrony.comsynchrony.com | Other observed source | 6.06% | 8 | 132 | 7 | Unavailable |
| #35 of 236 | Apple Newsapple.com | Editorial publication | 5.30% | 7 | 132 | 7 | Unavailable |
| #36 of 236 | Financestackhub.comfinancestackhub.com | Other observed source | 5.30% | 7 | 132 | 7 | Unavailable |
| #37 of 236 | Goodbudget.comgoodbudget.com | Other observed source | 5.30% | 7 | 132 | 7 | Unavailable |
| #38 of 236 | Communityamerica.comcommunityamerica.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #39 of 236 | Earnvestly.comearnvestly.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #40 of 236 | Logodix.comlogodix.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #41 of 236 | Monefy.commonefy.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #42 of 236 | Smartasset.comsmartasset.com | Other observed source | 4.55% | 6 | 132 | 7 | Unavailable |
| #43 of 236 | Chime.comchime.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #44 of 236 | CNET (Profile Post Only)cnet.com | Editorial publication | 3.79% | 5 | 132 | 7 | Unavailable |
| #45 of 236 | Elitewealthplan.comelitewealthplan.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #46 of 236 | Envelopebudgeting.comenvelopebudgeting.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #47 of 236 | Firstcard.appfirstcard.app | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #48 of 236 | Freeappsforme.comfreeappsforme.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #49 of 236 | Kubera.comkubera.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #50 of 236 | Paylocity.compaylocity.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #51 of 236 | Quicken.comquicken.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #52 of 236 | TechRadartechradar.com | Editorial publication | 3.79% | 5 | 132 | 7 | Unavailable |
| #53 of 236 | Wealthvieu.comwealthvieu.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #54 of 236 | Ynab.comynab.com | Other observed source | 3.79% | 5 | 132 | 7 | Unavailable |
| #55 of 236 | Carry.comcarry.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #56 of 236 | Choosefi.comchoosefi.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #57 of 236 | Depositaccounts.comdepositaccounts.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #58 of 236 | Intuit.comintuit.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #59 of 236 | Letsallbudget.comletsallbudget.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #60 of 236 | News24.comnews24.com | Editorial publication | 3.03% | 4 | 132 | 7 | Unavailable |
| #61 of 236 | Pickyfox.compickyfox.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #62 of 236 | Safetyyield.comsafetyyield.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #63 of 236 | Toxigon.comtoxigon.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #64 of 236 | Walletgrower.comwalletgrower.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #65 of 236 | Walletwaypoint.comwalletwaypoint.com | Other observed source | 3.03% | 4 | 132 | 7 | Unavailable |
| #66 of 236 | Collegeraptor.comcollegeraptor.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #67 of 236 | Expensesumo.comexpensesumo.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #68 of 236 | Getfinny.appgetfinny.app | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #69 of 236 | Getratesmart.comgetratesmart.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #70 of 236 | Greenefinneycauley.cpagreenefinneycauley.cpa | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #71 of 236 | Investlane.cominvestlane.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #72 of 236 | Lemon8-app.comlemon8-app.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #73 of 236 | Monarch.commonarch.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #74 of 236 | Money.commoney.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #75 of 236 | Morningstar.commorningstar.com | Market and company database | 2.27% | 3 | 132 | 7 | Unavailable |
| #76 of 236 | Myfico.commyfico.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #77 of 236 | Nimbleappgenie.comnimbleappgenie.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #78 of 236 | Openbank.usopenbank.us | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #79 of 236 | PC Mag (Profile Post Only)pcmag.com | Editorial publication | 2.27% | 3 | 132 | 7 | Unavailable |
| #80 of 236 | PR Newswireprnewswire.com | Editorial publication | 2.27% | 3 | 132 | 7 | Unavailable |
| #81 of 236 | Qu4tro.appqu4tro.app | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #82 of 236 | Rocketmoney.comrocketmoney.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #83 of 236 | Shelter.moneyshelter.money | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #84 of 236 | Wallethub.comwallethub.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #85 of 236 | Wealthfront.comwealthfront.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #86 of 236 | Whop.comwhop.com | Other observed source | 2.27% | 3 | 132 | 7 | Unavailable |
| #87 of 236 | Auritrack.comauritrack.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #88 of 236 | Axosbank.comaxosbank.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #89 of 236 | Bearing-income.combearing-income.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #90 of 236 | Business Insiderbusinessinsider.com | Editorial publication | 1.52% | 2 | 132 | 7 | Unavailable |
| #91 of 236 | Clearvaluelending.comclearvaluelending.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #92 of 236 | Copilot.moneycopilot.money | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #93 of 236 | Creditkarma.comcreditkarma.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #94 of 236 | Cuatroinv.comcuatroinv.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #95 of 236 | Dailyvanguard.comdailyvanguard.com | Editorial publication | 1.52% | 2 | 132 | 7 | Unavailable |
| #96 of 236 | Designli.codesignli.co | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #97 of 236 | Discover.comdiscover.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #98 of 236 | Fedfinancial.orgfedfinancial.org | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #99 of 236 | Fidelity.comfidelity.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
| #100 of 236 | Financialpanther.comfinancialpanther.com | Other observed source | 1.52% | 2 | 132 | 7 | Unavailable |
Showing the first 100 rows from 236 observed domains.
Release and boundary
How to cite this segment
Consumer Finance / Best tools: 236 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/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.