Fintech

Published segment leaderboard

Fintech: Is it worth it in the Machine Relations Index

This leaderboard uses only the Fintech / Is it worth it segment denominator: 229 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs229

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 348Paymentsandrisk.compaymentsandrisk.comOther observed source21.83%5022912
#2 of 348Fraudio.comfraudio.comOther observed source13.97%3222912
#3 of 348Adyen.comadyen.comVendor-owned source11.79%2722912
#4 of 348Apideck.comapideck.comVendor-owned source11.35%2622912
#5 of 348Oatfi.comoatfi.comOther observed source11.35%2622912
#6 of 348Stripe.comstripe.comVendor-owned source9.61%2222912
#7 of 348Decta.comdecta.comOther observed source9.17%2122912
#8 of 348Clear.saleclear.saleOther observed source7.86%1822912
#9 of 348Payneteasy.compayneteasy.comOther observed source7.42%1722912
#10 of 348Primer.ioprimer.ioOther observed source7.42%1722912
#11 of 348Beastinsights.combeastinsights.comOther observed source6.99%1622912
#12 of 348PYMNTSpymnts.comEditorial publication6.99%1622912
#13 of 348Seon.ioseon.ioOther observed source6.99%1622912
#14 of 348FinTechtrisfintechtris.comEditorial publication6.11%1422912
#15 of 348Bettr.combettr.comOther observed source5.68%1322912
#16 of 348Pxp.iopxp.ioOther observed source5.68%1322912
#17 of 348Track360.iotrack360.ioOther observed source5.24%1222912
#18 of 348Viasocket.comviasocket.comOther observed source5.24%1222912
#19 of 348Aciworldwide.comaciworldwide.comOther observed source4.80%1122912
#20 of 348Nmi.comnmi.comVendor-owned source4.80%1122912
#21 of 348Chargebacks911.comchargebacks911.comOther observed source4.37%1022912
#22 of 348Microblink.commicroblink.comOther observed source4.37%1022912
#23 of 348Solidgate.comsolidgate.comVendor-owned source4.37%1022912
#24 of 348Visa.comvisa.comOther observed source4.37%1022912
#25 of 348Y.unoy.unoOther observed source4.37%1022912
#26 of 348Influencers-time.cominfluencers-time.comOther observed source3.93%922912
#27 of 348Mediummedium.comCommunity and social platform3.93%922912
#28 of 348Bain.combain.comAnalyst and consulting research3.49%822912
#29 of 348Finix.comfinix.comOther observed source3.49%822912
#30 of 348Fintechspecs.comfintechspecs.comOther observed source3.49%822912
#31 of 348Getfocal.aigetfocal.aiOther observed source3.49%822912
#32 of 348LinkedInlinkedin.comCommunity and social platform3.49%822912
#33 of 348Pagbrasil.compagbrasil.comOther observed source3.49%822912
#34 of 348Pharosproduction.compharosproduction.comOther observed source3.49%822912
#35 of 348Verifone.comverifone.comOther observed source3.49%822912
#36 of 348Billed.appbilled.appOther observed source3.06%722912
#37 of 348Creditkey.comcreditkey.comOther observed source3.06%722912
#38 of 348Finmid.comfinmid.comOther observed source3.06%722912
#39 of 348Mypayadvisor.commypayadvisor.comOther observed source3.06%722912
#40 of 348Paybis.compaybis.comOther observed source3.06%722912
#41 of 348Shadowdragon.ioshadowdragon.ioVendor-owned source3.06%722912
#42 of 348Superiorpayments.comsuperiorpayments.comOther observed source3.06%722912
#43 of 348Trevipay.comtrevipay.comOther observed source3.06%722912
#44 of 348Trio.devtrio.devOther observed source3.06%722912
#45 of 348Antifraud.comantifraud.comMarket and company database2.62%622912
#46 of 348Cardz3n.comcardz3n.comOther observed source2.62%622912
#47 of 348Chargeflow.iochargeflow.ioOther observed source2.62%622912
#48 of 348Finantrix.comfinantrix.comOther observed source2.62%622912
#49 of 348Fraud.netfraud.netOther observed source2.62%622912
#50 of 348Influenceflow.ioinfluenceflow.ioVendor-owned source2.62%622912
#51 of 348Justt.aijustt.aiOther observed source2.62%622912
#52 of 348Openaiclaude.comopenaiclaude.comOther observed source2.62%622912
#53 of 348Orchestrasolutions.comorchestrasolutions.comOther observed source2.62%622912
#54 of 348Paymentbrief.compaymentbrief.comOther observed source2.62%622912
#55 of 348Rfp.wikirfp.wikiOther observed source2.62%622912
#56 of 348Riskified.comriskified.comOther observed source2.62%622912
#57 of 348Chargeblast.comchargeblast.comOther observed source2.18%522912
#58 of 348Flagright.comflagright.comOther observed source2.18%522912
#59 of 348Fraudblocker.comfraudblocker.comOther observed source2.18%522912
#60 of 348G2g2.comMarket and company database2.18%522912
#61 of 348Getdefacto.comgetdefacto.comOther observed source2.18%522912
#62 of 348Guideflow.comguideflow.comOther observed source2.18%522912
#63 of 348Knightfintech.comknightfintech.comOther observed source2.18%522912
#64 of 348Paytia.compaytia.comOther observed source2.18%522912
#65 of 348Plaid.complaid.comOther observed source2.18%522912
#66 of 348Prioritycommerce.comprioritycommerce.comOther observed source2.18%522912
#67 of 348Sofi.comsofi.comOther observed source2.18%522912
#68 of 348Spreedly.comspreedly.comOther observed source2.18%522912
#69 of 348Thelosdirectory.comthelosdirectory.comOther observed source2.18%522912
#70 of 348Tribepayments.comtribepayments.comOther observed source2.18%522912
#71 of 348Trustmi.aitrustmi.aiOther observed source2.18%522912
#72 of 348YouTubeyoutube.comSearch or media platform2.18%522912
#73 of 348Cardflo.iocardflo.ioOther observed source1.75%422912
#74 of 348Emporiaresearch.comemporiaresearch.comAnalyst and consulting research1.75%422912
#75 of 348Fluxforce.aifluxforce.aiOther observed source1.75%422912
#76 of 348Forbesforbes.comEditorial publication1.75%422912
#77 of 348Getbalance.comgetbalance.comOther observed source1.75%422912
#78 of 348Idealogic.ioidealogic.ioOther observed source1.75%422912
#79 of 348Marketintelo.commarketintelo.comAnalyst and consulting research1.75%422912
#80 of 348Merchante.commerchante.comOther observed source1.75%422912
#81 of 348Payrollwatchdog.compayrollwatchdog.comOther observed source1.75%422912
#82 of 348Spd.techspd.techOther observed source1.75%422912
#83 of 348Weareplanet.comweareplanet.comOther observed source1.75%422912
#84 of 348Allsecure.euallsecure.euOther observed source1.31%322912
#85 of 348Alternativepayments.ioalternativepayments.ioOther observed source1.31%322912
#86 of 348Atelio.comatelio.comOther observed source1.31%322912
#87 of 348Backd.combackd.comOther observed source1.31%322912
#88 of 348Bitrixme.combitrixme.comOther observed source1.31%322912
#89 of 348Chargebackgurus.comchargebackgurus.comOther observed source1.31%322912
#90 of 348Cloudfintech.aicloudfintech.aiOther observed source1.31%322912
#91 of 348Ecrypt.comecrypt.comOther observed source1.31%322912
#92 of 348Embedded Finance Reviewembeddedfinancereview.comVendor-owned source1.31%322912
#93 of 348Hokodo.cohokodo.coOther observed source1.31%322912
#94 of 348Houseblend.iohouseblend.ioAnalyst and consulting research1.31%322912
#95 of 348Imerchantsolutions.comimerchantsolutions.comOther observed source1.31%322912
#96 of 348Innowise.cominnowise.comOther observed source1.31%322912
#97 of 348Lendflow.comlendflow.comOther observed source1.31%322912
#98 of 348Mastercard.usmastercard.usOther observed source1.31%322912
#99 of 348Multisafepay.commultisafepay.comOther observed source1.31%322912
#100 of 348Neolink.ioneolink.ioOther observed source1.31%322912

Showing the first 100 rows from 348 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Fintech / Is it worth it: 348 observed source domains in the leaderboard, measured on 229 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/fintech/is_x_worth. CC BY 4.0.
APA
Parrott, J. (2026). Fintech / Is it worth it in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/fintech/is_x_worth https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrifintechisxworth,
  author = {Parrott, Jaxon},
  title = {Fintech / Is it worth it 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/fintech/is_x_worth},
  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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