Fintech

Published segment leaderboard

Fintech: Comparisons in the Machine Relations Index

This leaderboard uses only the Fintech / Comparisons segment denominator: 234 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs234

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains211

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 211Wise.comwise.comOther observed source19.66%4623412
#2 of 211Fraud.netfraud.netOther observed source17.52%4123412
#3 of 211Stripe.comstripe.comVendor-owned source14.53%3423412
#4 of 211Airwallex.comairwallex.comVendor-owned source14.10%3323412
#5 of 211NerdWalletnerdwallet.comEditorial publication13.68%3223412
#6 of 211Digital.financedigital.financeOther observed source12.39%2923412
#7 of 211Adyen.comadyen.comVendor-owned source11.97%2823412
#8 of 211Fitsmallbusiness.comfitsmallbusiness.comOther observed source11.97%2823412
#9 of 211LinkedInlinkedin.comCommunity and social platform11.11%2623412
#10 of 211Paypal.compaypal.comOther observed source11.11%2623412
#11 of 211Checkout.comcheckout.comOther observed source10.68%2523412
#12 of 211Hyperswitch.iohyperswitch.ioOther observed source10.68%2523412
#13 of 211Chargeflow.iochargeflow.ioOther observed source10.26%2423412
#14 of 211Oscilar.comoscilar.comOther observed source9.40%2223412
#15 of 211Mypayadvisor.commypayadvisor.comOther observed source8.55%2023412
#16 of 211Spreedly.comspreedly.comOther observed source8.55%2023412
#17 of 211Gravityforms.comgravityforms.comOther observed source8.12%1923412
#18 of 211Arxiv.orgarxiv.orgAcademic and government source6.84%1623412
#19 of 211Databricks.comdatabricks.comVendor-owned source6.84%1623412
#20 of 211Whop.comwhop.comOther observed source6.84%1623412
#21 of 211YouTubeyoutube.comSearch or media platform6.84%1623412
#22 of 211Fluxforce.aifluxforce.aiOther observed source6.41%1523412
#23 of 211Signifyd.comsignifyd.comOther observed source6.41%1523412
#24 of 211Convesio.comconvesio.comOther observed source5.98%1423412
#25 of 211Fincoro.comfincoro.comOther observed source5.98%1423412
#26 of 211Hubifi.comhubifi.comVendor-owned source5.98%1423412
#27 of 211Paymentsandrisk.compaymentsandrisk.comOther observed source5.98%1423412
#28 of 211Bitrupt.cobitrupt.coOther observed source5.56%1323412
#29 of 211Finextra Researchfinextra.comEditorial publication5.56%1323412
#30 of 211Fintech Wrap Upfintechwrapup.comEditorial publication5.13%1223412
#31 of 211Kumo.aikumo.aiOther observed source5.13%1223412
#32 of 211Mediummedium.comCommunity and social platform5.13%1223412
#33 of 211Noda.livenoda.liveOther observed source5.13%1223412
#34 of 211Ravelin.comravelin.comOther observed source4.70%1123412
#35 of 211Visa.comvisa.comOther observed source4.70%1123412
#36 of 211Zintego.comzintego.comOther observed source4.70%1123412
#37 of 211Baremetrics.combaremetrics.comVendor-owned source4.27%1023412
#38 of 211Midrocket.commidrocket.comOther observed source4.27%1023412
#39 of 211ComparePSPcomparepsp.comEditorial publication3.85%923412
#40 of 211Embed.coembed.coVendor-owned source3.85%923412
#41 of 211Higson.iohigson.ioOther observed source3.85%923412
#42 of 211Merchantriskcouncil.orgmerchantriskcouncil.orgAcademic and government source3.85%923412
#43 of 211Spd.techspd.techOther observed source3.85%923412
#44 of 211Connectpay.comconnectpay.comVendor-owned source3.42%823412
#45 of 211Contracollective.comcontracollective.comOther observed source3.42%823412
#46 of 211Pxp.iopxp.ioOther observed source3.42%823412
#47 of 211Abemon.esabemon.esOther observed source2.99%723412
#48 of 211Altexsoft.comaltexsoft.comOther observed source2.99%723412
#49 of 211Chargeblast.comchargeblast.comOther observed source2.99%723412
#50 of 211Fraudio.comfraudio.comOther observed source2.99%723412
#51 of 211Kinsta.comkinsta.comOther observed source2.99%723412
#52 of 211Nhimg.orgnhimg.orgOther observed source2.99%723412
#53 of 211Rfp.wikirfp.wikiOther observed source2.99%723412
#54 of 211Subscriptionflow.comsubscriptionflow.comVendor-owned source2.99%723412
#55 of 211TechRepublictechrepublic.comEditorial publication2.99%723412
#56 of 211Zunapro.comzunapro.comOther observed source2.99%723412
#57 of 211Dut.edu.uadut.edu.uaOther observed source2.56%623412
#58 of 211Finantrix.comfinantrix.comOther observed source2.56%623412
#59 of 211Harvard.eduharvard.eduAcademic and government source2.56%623412
#60 of 211Mangopay.commangopay.comOther observed source2.56%623412
#61 of 211Researchgate.netresearchgate.netAcademic and government source2.56%623412
#62 of 211Riskified.comriskified.comOther observed source2.56%623412
#63 of 211Fico.comfico.comOther observed source2.14%523412
#64 of 211Flagright.comflagright.comOther observed source2.14%523412
#65 of 211G2g2.comMarket and company database2.14%523412
#66 of 211Jicrcr.comjicrcr.comAcademic and government source2.14%523412
#67 of 211Systemshardening.comsystemshardening.comOther observed source2.14%523412
#68 of 211Trend-ai-hub.comtrend-ai-hub.comOther observed source2.14%523412
#69 of 211Barakahsoft.combarakahsoft.comVendor-owned source1.71%423412
#70 of 211Bluefin.combluefin.comOther observed source1.71%423412
#71 of 211Capgemini.comcapgemini.comAnalyst and consulting research1.71%423412
#72 of 211Dev.todev.toCommunity and social platform1.71%423412
#73 of 211Geetest.comgeetest.comOther observed source1.71%423412
#74 of 211Isvpaymentintegration.comisvpaymentintegration.comOther observed source1.71%423412
#75 of 211Microblink.commicroblink.comOther observed source1.71%423412
#76 of 211Paymentbrief.compaymentbrief.comOther observed source1.71%423412
#77 of 211Pcicompliance.compcicompliance.comOther observed source1.71%423412
#78 of 211Protectt.aiprotectt.aiVendor-owned source1.71%423412
#79 of 211Sardine.aisardine.aiOther observed source1.71%423412
#80 of 211Sas.comsas.comOther observed source1.71%423412
#81 of 211Sciencedirect.comsciencedirect.comAcademic and government source1.71%423412
#82 of 211Scribd.comscribd.comOther observed source1.71%423412
#83 of 211Tagada.iotagada.ioOther observed source1.71%423412
#84 of 211TechRadartechradar.comEditorial publication1.71%423412
#85 of 211Uspaymentsforum.orguspaymentsforum.orgCommunity and social platform1.71%423412
#86 of 211Aerospike.comaerospike.comVendor-owned source1.28%323412
#87 of 211Aevi.comaevi.comOther observed source1.28%323412
#88 of 211Apiscout.devapiscout.devOther observed source1.28%323412
#89 of 211Bankingwith.combankingwith.comOther observed source1.28%323412
#90 of 211Barchartbarchart.comVendor-owned source1.28%323412
#91 of 211Chosepayments.comchosepayments.comOther observed source1.28%323412
#92 of 211Cside.comcside.comOther observed source1.28%323412
#93 of 211Dupple.comdupple.comOther observed source1.28%323412
#94 of 211Erpresearch.comerpresearch.comMarket and company database1.28%323412
#95 of 211Finlego.comfinlego.comOther observed source1.28%323412
#96 of 211Lincoln.ac.nzlincoln.ac.nzOther observed source1.28%323412
#97 of 211Mba-training.commba-training.comOther observed source1.28%323412
#98 of 211Paysight.iopaysight.ioOther observed source1.28%323412
#99 of 211Pecan.aipecan.aiOther observed source1.28%323412
#100 of 211Redditreddit.comCommunity and social platform1.28%323412

Showing the first 100 rows from 211 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Fintech / Comparisons: 211 observed source domains in the leaderboard, measured on 234 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/x_vs_y. CC BY 4.0.
APA
Parrott, J. (2026). Fintech / Comparisons 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/x_vs_y https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrifintechxvsy,
  author = {Parrott, Jaxon},
  title = {Fintech / Comparisons 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/x_vs_y},
  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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