Evidence floor met in this release.
Published segment leaderboard
Fintech: Best tools in the Machine Relations Index
This leaderboard uses only the Fintech / Best tools segment denominator: 239 observed answer runs across 12 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 |
|---|---|---|---|---|---|---|
| #1 of 341 | Airwallex.comairwallex.com | Vendor-owned source | 39.75% | 95 | 239 | 12 |
| #2 of 341 | Maxima.aimaxima.ai | Other observed source | 18.41% | 44 | 239 | 12 |
| #3 of 341 | Bluecopa.combluecopa.com | Other observed source | 16.32% | 39 | 239 | 12 |
| #4 of 341 | Connectpay.comconnectpay.com | Vendor-owned source | 16.32% | 39 | 239 | 12 |
| #5 of 341 | Ledge.coledge.co | Other observed source | 15.90% | 38 | 239 | 12 |
| #6 of 341 | Lunos.ailunos.ai | Other observed source | 15.06% | 36 | 239 | 12 |
| #7 of 341 | Clear.bankclear.bank | Other observed source | 14.64% | 35 | 239 | 12 |
| #8 of 341 | Lendflow.comlendflow.com | Other observed source | 14.64% | 35 | 239 | 12 |
| #9 of 341 | Mypayadvisor.commypayadvisor.com | Other observed source | 12.97% | 31 | 239 | 12 |
| #10 of 341 | Optimus.techoptimus.tech | Other observed source | 12.97% | 31 | 239 | 12 |
| #11 of 341 | Whop.comwhop.com | Other observed source | 12.97% | 31 | 239 | 12 |
| #12 of 341 | Guideflow.comguideflow.com | Other observed source | 12.55% | 30 | 239 | 12 |
| #13 of 341 | Highradius.comhighradius.com | Other observed source | 11.30% | 27 | 239 | 12 |
| #14 of 341 | Fintechspecs.comfintechspecs.com | Other observed source | 10.04% | 24 | 239 | 12 |
| #15 of 341 | Scryai.comscryai.com | Other observed source | 8.37% | 20 | 239 | 12 |
| #16 of 341 | LinkedInlinkedin.com | Community and social platform | 7.95% | 19 | 239 | 12 |
| #17 of 341 | Nomentia.comnomentia.com | Vendor-owned source | 7.95% | 19 | 239 | 12 |
| #18 of 341 | Recon-x.comrecon-x.com | Other observed source | 7.95% | 19 | 239 | 12 |
| #19 of 341 | Dodopayments.comdodopayments.com | Other observed source | 6.69% | 16 | 239 | 12 |
| #20 of 341 | Embat.ioembat.io | Other observed source | 6.69% | 16 | 239 | 12 |
| #21 of 341 | Finix.comfinix.com | Other observed source | 6.69% | 16 | 239 | 12 |
| #22 of 341 | Inymbus.cominymbus.com | Other observed source | 5.86% | 14 | 239 | 12 |
| #23 of 341 | Dashdevs.comdashdevs.com | Other observed source | 5.44% | 13 | 239 | 12 |
| #24 of 341 | Payhawk.compayhawk.com | Other observed source | 5.44% | 13 | 239 | 12 |
| #25 of 341 | F6s.comf6s.com | Other observed source | 5.02% | 12 | 239 | 12 |
| #26 of 341 | Openbankingtracker.comopenbankingtracker.com | Other observed source | 5.02% | 12 | 239 | 12 |
| #27 of 341 | Solvexia.comsolvexia.com | Other observed source | 5.02% | 12 | 239 | 12 |
| #28 of 341 | Velocitycard.iovelocitycard.io | Other observed source | 5.02% | 12 | 239 | 12 |
| #29 of 341 | Worldmetrics.orgworldmetrics.org | Analyst and consulting research | 5.02% | 12 | 239 | 12 |
| #30 of 341 | Gartner.comgartner.com | Analyst and consulting research | 4.60% | 11 | 239 | 12 |
| #31 of 341 | Numeric.ionumeric.io | Vendor-owned source | 4.60% | 11 | 239 | 12 |
| #32 of 341 | Redditreddit.com | Community and social platform | 4.60% | 11 | 239 | 12 |
| #33 of 341 | Settlewise.financesettlewise.finance | Other observed source | 4.60% | 11 | 239 | 12 |
| #34 of 341 | Spritz.financespritz.finance | Other observed source | 4.60% | 11 | 239 | 12 |
| #35 of 341 | Validata-software.comvalidata-software.com | Other observed source | 4.60% | 11 | 239 | 12 |
| #36 of 341 | Changenow.iochangenow.io | Other observed source | 4.18% | 10 | 239 | 12 |
| #37 of 341 | Codica.comcodica.com | Other observed source | 4.18% | 10 | 239 | 12 |
| #38 of 341 | G2g2.com | Market and company database | 4.18% | 10 | 239 | 12 |
| #39 of 341 | Gitnux.orggitnux.org | Analyst and consulting research | 4.18% | 10 | 239 | 12 |
| #40 of 341 | Multi-flow.promulti-flow.pro | Other observed source | 4.18% | 10 | 239 | 12 |
| #41 of 341 | Stripe.comstripe.com | Vendor-owned source | 4.18% | 10 | 239 | 12 |
| #42 of 341 | Tipalti.comtipalti.com | Other observed source | 4.18% | 10 | 239 | 12 |
| #43 of 341 | Zapier.comzapier.com | Vendor-owned source | 4.18% | 10 | 239 | 12 |
| #44 of 341 | Backbase.combackbase.com | Other observed source | 3.77% | 9 | 239 | 12 |
| #45 of 341 | ComparePSPcomparepsp.com | Editorial publication | 3.77% | 9 | 239 | 12 |
| #46 of 341 | Ge.mbage.mba | Other observed source | 3.77% | 9 | 239 | 12 |
| #47 of 341 | Hubifi.comhubifi.com | Vendor-owned source | 3.77% | 9 | 239 | 12 |
| #48 of 341 | Paywithfolio.compaywithfolio.com | Other observed source | 3.77% | 9 | 239 | 12 |
| #49 of 341 | Rackle.iorackle.io | Other observed source | 3.77% | 9 | 239 | 12 |
| #50 of 341 | Tagada.iotagada.io | Other observed source | 3.77% | 9 | 239 | 12 |
| #51 of 341 | Albato.comalbato.com | Vendor-owned source | 3.35% | 8 | 239 | 12 |
| #52 of 341 | Crassula.iocrassula.io | Other observed source | 3.35% | 8 | 239 | 12 |
| #53 of 341 | Loudface.coloudface.co | Vendor-owned source | 3.35% | 8 | 239 | 12 |
| #54 of 341 | Payrails.compayrails.com | Other observed source | 3.35% | 8 | 239 | 12 |
| #55 of 341 | Reconciler.coreconciler.co | Other observed source | 3.35% | 8 | 239 | 12 |
| #56 of 341 | Satvasolutions.comsatvasolutions.com | Vendor-owned source | 3.35% | 8 | 239 | 12 |
| #57 of 341 | Sdk.financesdk.finance | Vendor-owned source | 3.35% | 8 | 239 | 12 |
| #58 of 341 | Sharetribe.comsharetribe.com | Other observed source | 3.35% | 8 | 239 | 12 |
| #59 of 341 | Clearlypayments.comclearlypayments.com | Other observed source | 2.93% | 7 | 239 | 12 |
| #60 of 341 | Cleverbalance.aicleverbalance.ai | Other observed source | 2.93% | 7 | 239 | 12 |
| #61 of 341 | Nexivoai.conexivoai.co | Other observed source | 2.93% | 7 | 239 | 12 |
| #62 of 341 | Quickfi.aiquickfi.ai | Other observed source | 2.93% | 7 | 239 | 12 |
| #63 of 341 | Ratiotech.comratiotech.com | Vendor-owned source | 2.93% | 7 | 239 | 12 |
| #64 of 341 | TechRepublictechrepublic.com | Editorial publication | 2.93% | 7 | 239 | 12 |
| #65 of 341 | Theretailexec.comtheretailexec.com | Other observed source | 2.93% | 7 | 239 | 12 |
| #66 of 341 | Trio.devtrio.dev | Other observed source | 2.93% | 7 | 239 | 12 |
| #67 of 341 | Wise.comwise.com | Other observed source | 2.93% | 7 | 239 | 12 |
| #68 of 341 | Wordcamp.orgwordcamp.org | Other observed source | 2.93% | 7 | 239 | 12 |
| #69 of 341 | Aliyuncs.comaliyuncs.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #70 of 341 | Apideck.comapideck.com | Vendor-owned source | 2.51% | 6 | 239 | 12 |
| #71 of 341 | Dokka.comdokka.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #72 of 341 | FinTech Magazinefintechmagazine.com | Editorial publication | 2.51% | 6 | 239 | 12 |
| #73 of 341 | Formance.comformance.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #74 of 341 | Getdefacto.comgetdefacto.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #75 of 341 | Gocardless.comgocardless.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #76 of 341 | Greshamtech.comgreshamtech.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #77 of 341 | Landbase.comlandbase.com | Vendor-owned source | 2.51% | 6 | 239 | 12 |
| #78 of 341 | Layer3labs.iolayer3labs.io | Other observed source | 2.51% | 6 | 239 | 12 |
| #79 of 341 | Microblink.commicroblink.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #80 of 341 | Mollie.commollie.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #81 of 341 | Reconart.comreconart.com | Other observed source | 2.51% | 6 | 239 | 12 |
| #82 of 341 | SourceForgesourceforge.net | Market and company database | 2.51% | 6 | 239 | 12 |
| #83 of 341 | Tight.comtight.com | Vendor-owned source | 2.51% | 6 | 239 | 12 |
| #84 of 341 | Citehawk.comcitehawk.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #85 of 341 | Getpaid.iogetpaid.io | Other observed source | 2.09% | 5 | 239 | 12 |
| #86 of 341 | Grandnode.comgrandnode.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #87 of 341 | NerdWalletnerdwallet.com | Editorial publication | 2.09% | 5 | 239 | 12 |
| #88 of 341 | Netsuite.comnetsuite.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #89 of 341 | Payment Reviewpaymentreview.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #90 of 341 | Paypal.compaypal.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #91 of 341 | PR Newswireprnewswire.com | Wire and press-release distribution | 2.09% | 5 | 239 | 12 |
| #92 of 341 | Prophix.comprophix.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #93 of 341 | Reconcileos.comreconcileos.com | Market and company database | 2.09% | 5 | 239 | 12 |
| #94 of 341 | Seeklogo.comseeklogo.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #95 of 341 | Thedigitalmerchant.comthedigitalmerchant.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #96 of 341 | Viasocket.comviasocket.com | Other observed source | 2.09% | 5 | 239 | 12 |
| #97 of 341 | Aitoolnet.comaitoolnet.com | Other observed source | 1.67% | 4 | 239 | 12 |
| #98 of 341 | Astrafi.comastrafi.com | Other observed source | 1.67% | 4 | 239 | 12 |
| #99 of 341 | Crossrevaer.comcrossrevaer.com | Other observed source | 1.67% | 4 | 239 | 12 |
| #100 of 341 | Eco.comeco.com | Other observed source | 1.67% | 4 | 239 | 12 |
Showing the first 100 rows from 341 observed domains.
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Fintech / Best tools: 341 observed source domains in the leaderboard, measured on 239 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/best_x. CC BY 4.0.Parrott, J. (2026). Fintech / 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/fintech/best_x https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mrifintechbestx,
author = {Parrott, Jaxon},
title = {Fintech / 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/fintech/best_x},
doi = {10.5281/zenodo.23652423},
license = {CC-BY-4.0},
note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}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.