Of 60 answers

The most named companies in the study, and S&P 500 financials, with how many of their 60 AI answers named them.

Finance studyOrder book

Financial technology and data

Ranked by overall score, out of 100. The score adds up how often AI assistants name a company, how positively they describe it, and how well its website works for AI. Rows marked rarely named came up fewer than three times, so read their scores with care.

The companies in the study that are on the Money20/20 USA 2026 attending companies list. See what their websites publish for AI agents.

The skylineNamedNever named
One tower per company, taller for a higher overall score. A window lights up where an AI assistant named the company. 240 of these 559 towers are dark.

559 financial technology and data companies attending Money20/20 USA, showing 1 to 100

#CompanyNamedScore
  1. 5TradingViewMarket data, ratings and exchangesNamed by 4 of the four AI assistants.38/6052
  2. 7LegitScriptFraud, identity and complianceNamed by 4 of the four AI assistants.15/6052
  3. 8Open RewardsBanking and fintech infrastructureNamed by 4 of the four AI assistants.13/6052
  4. 11PoplBanking and fintech infrastructureNamed by 4 of the four AI assistants.17/6050
  5. 12FormanceBanking and fintech infrastructureNamed by 4 of the four AI assistants.14/6049
  6. 15TigerGraphBanking and fintech infrastructureNamed by 4 of the four AI assistants.25/6048
  7. 18PsymplBanking and fintech infrastructureNamed by 4 of the four AI assistants.10/6048
  8. 19OwnwellBanking and fintech infrastructureNamed by 3 of the four AI assistants.9/6048
  9. 22PinwheelBanking and fintech infrastructureNamed by 4 of the four AI assistants.29/6047
  10. 23XeroAccounting, tax and payrollNamed by 4 of the four AI assistants.29/6047
  11. 27FingerprintFraud, identity and complianceNamed by 4 of the four AI assistants.13/6047
  12. 28Cobrowse.ioBanking and fintech infrastructureNamed by 4 of the four AI assistants.12/6047
  13. 29ChargeflowFraud, identity and complianceNamed by 3 of the four AI assistants.10/6047
  14. 35TaxBitAccounting, tax and payrollNamed by 4 of the four AI assistants.16/6046
  15. 37FileFormsAccounting, tax and payrollNamed by 3 of the four AI assistants.12/6046
  16. 38SmartyFraud, identity and complianceNamed by 4 of the four AI assistants.12/6046
  17. 41CardTraqFraud, identity and complianceNamed by 4 of the four AI assistants.7/6046
  18. 42EnvissoFraud, identity and complianceNamed by 4 of the four AI assistants.4/6046
  19. 50BilltrustAccounting, tax and payrollNamed by 4 of the four AI assistants.20/6045
  20. 55DPDailyPayBanking and fintech infrastructureNamed by 4 of the four AI assistants.13/6045
  21. 56QQuavoFraud, identity and complianceNamed by 4 of the four AI assistants.12/6045
  22. 58VZUALBanking and fintech infrastructureNamed by 4 of the four AI assistants.11/6045
  23. 60LoanProBanking and fintech infrastructureNamed by 4 of the four AI assistants.5/6045
  24. 61Bloomberg L.P.Market data, ratings and exchangesNamed by 4 of the four AI assistants.38/6044
  25. 71KyribaBanking and fintech infrastructureNamed by 4 of the four AI assistants.15/6044
  26. 76RaisinBanking and fintech infrastructureNamed by 3 of the four AI assistants.13/6044
  27. 78ComplyAdvantageFraud, identity and complianceNamed by 4 of the four AI assistants.11/6044
  28. 83NcontractsFraud, identity and complianceNamed by 4 of the four AI assistants.7/6044
  29. 85BackbaseBanking and fintech infrastructureNamed by 4 of the four AI assistants.6/6044
  30. 86InvelaBanking and fintech infrastructureNamed by 2 of the four AI assistants.6/6044
  31. 87JusttFraud, identity and complianceNamed by 4 of the four AI assistants.5/6044
  32. 88BRICOFraud, identity and complianceNamed by 2 of the four AI assistants.4/6044
  33. 92ChainalysisFraud, identity and complianceNamed by 4 of the four AI assistants.26/6043
  34. 93AvalaraAccounting, tax and payrollNamed by 4 of the four AI assistants.25/6043
  35. 94GGustoAccounting, tax and payrollNamed by 4 of the four AI assistants.23/6043
  36. 97EllipticFraud, identity and complianceNamed by 4 of the four AI assistants.19/6043
  37. 102TrovataBanking and fintech infrastructureNamed by 4 of the four AI assistants.14/6043
  38. 103Sift ScienceFraud, identity and complianceNamed by 4 of the four AI assistants.12/6043
  39. 104VerafinFraud, identity and complianceNamed by 4 of the four AI assistants.12/6043
  40. 112EngagewareBanking and fintech infrastructureNamed by 4 of the four AI assistants.8/6043
  41. 114SocureFraud, identity and complianceNamed by 4 of the four AI assistants.7/6043
  42. 116Chargebacks911Fraud, identity and complianceNamed by 4 of the four AI assistants.6/6043
  43. 118ForterFraud, identity and complianceNamed by 3 of the four AI assistants.4/6043
  44. 127CoinDeskMarket data, ratings and exchangesNamed by 4 of the four AI assistants.16/6042
  45. 133TRThomson ReutersMarket data, ratings and exchangesNamed by 4 of the four AI assistants.14/6042
  46. 134AlkamiBanking and fintech infrastructureNamed by 4 of the four AI assistants.13/6042
  47. 137Bland AIBanking and fintech infrastructureNamed by 3 of the four AI assistants.12/6042
  48. 150Hamming AIBanking and fintech infrastructureNamed by 3 of the four AI assistants.6/6042
  49. 159S&P GlobalMarket data, ratings and exchangesNamed by 4 of the four AI assistants.31/6041
  50. 162PlaidBanking and fintech infrastructureNamed by 4 of the four AI assistants.23/6041
  51. 167ChargebeeBanking and fintech infrastructureNamed by 4 of the four AI assistants.20/6041
  52. 174IntraFi NetworkBanking and fintech infrastructureNamed by 4 of the four AI assistants.13/6041
  53. 176CarefullFraud, identity and complianceNamed by 3 of the four AI assistants.11/6041
  54. 178HadriusFraud, identity and complianceNamed by 4 of the four AI assistants.11/6041
  55. 181GlassboxBanking and fintech infrastructureNamed by 3 of the four AI assistants.9/6041
  56. 185Treasury PrimeEmbedded finance and banking as a serviceNamed by 3 of the four AI assistants.9/6041
  57. 186VeryfiAccounting, tax and payrollNamed by 4 of the four AI assistants.9/6041
  58. 190MoneyThumbBanking and fintech infrastructureNamed by 4 of the four AI assistants.8/6041
  59. 192AbrigoBanking and fintech infrastructureNamed by 4 of the four AI assistants.7/6041
  60. 194RefundoBanking and fintech infrastructureNamed by 3 of the four AI assistants.7/6041
  61. 199LemonadeLXPBanking and fintech infrastructureNamed by 4 of the four AI assistants.5/6041
  62. 201Strum PlatformBanking and fintech infrastructureNamed by 3 of the four AI assistants.5/6041
  63. 202TelesignFraud, identity and complianceNamed by 4 of the four AI assistants.5/6041
  64. 204Patriot SoftwareAccounting, tax and payrollNamed by 3 of the four AI assistants.4/6041
  65. 211VouchedFraud, identity and complianceNamed by 3 of the four AI assistants.3/6041
  66. 213DESKOrarely namedFraud, identity and complianceNamed by 2 of the four AI assistants.2/6041
  67. 214Sanction Scannerrarely namedFraud, identity and complianceNamed by 2 of the four AI assistants.2/6041
  68. 220NasdaqMarket data, ratings and exchangesNamed by 4 of the four AI assistants.19/6040
  69. 225RealPageBanking and fintech infrastructureNamed by 4 of the four AI assistants.14/6040
  70. 228SovosAccounting, tax and payrollNamed by 4 of the four AI assistants.13/6040
  71. 231BelvoBanking and fintech infrastructureNamed by 4 of the four AI assistants.11/6040
  72. 235VeriffFraud, identity and complianceNamed by 4 of the four AI assistants.10/6040
  73. 237PersoneticsBanking and fintech infrastructureNamed by 3 of the four AI assistants.9/6040
  74. 241Moody's AnalyticsMarket data, ratings and exchangesNamed by 4 of the four AI assistants.8/6040
  75. 242Resistant AIFraud, identity and complianceNamed by 3 of the four AI assistants.8/6040
  76. 243Adaptive SecurityFraud, identity and complianceNamed by 4 of the four AI assistants.7/6040
  77. 244SumsubFraud, identity and complianceNamed by 4 of the four AI assistants.7/6040
  78. 255AU10TIXFraud, identity and complianceNamed by 4 of the four AI assistants.5/6040
  79. 258HighnoteEmbedded finance and banking as a serviceNamed by 4 of the four AI assistants.5/6040
  80. 264FXC IntelligenceMarket data, ratings and exchangesNamed by 4 of the four AI assistants.4/6040
  81. 267StrategyCorpsBanking and fintech infrastructureNamed by 2 of the four AI assistants.4/6040
  82. 268STString TheoryBanking and fintech infrastructureNamed by 2 of the four AI assistants.4/6040
  83. 269The Berwyn GroupFraud, identity and complianceNamed by 4 of the four AI assistants.4/6040
  84. 270BallerineFraud, identity and complianceNamed by 3 of the four AI assistants.3/6040
  85. 271Derivative PathBanking and fintech infrastructureNamed by 3 of the four AI assistants.3/6040
  86. 275Point Predictiverarely namedFraud, identity and complianceNamed by 2 of the four AI assistants.2/6040
  87. 276Trellancerarely namedBanking and fintech infrastructureNamed by 2 of the four AI assistants.2/6040
  88. 279Small Business Financial ExchangeMarket data, ratings and exchangesNamed by 4 of the four AI assistants.24/6039
  89. 281Fin by IntercomBanking and fintech infrastructureNamed by 4 of the four AI assistants.19/6039
  90. 287MarqetaBanking and fintech infrastructureNamed by 4 of the four AI assistants.14/6039
  91. 295RutterBanking and fintech infrastructureNamed by 4 of the four AI assistants.10/6039
  92. 296SageAccounting, tax and payrollNamed by 4 of the four AI assistants.10/6039
  93. 299AkoyaBanking and fintech infrastructureNamed by 4 of the four AI assistants.9/6039
  94. 303Thought MachineBanking and fintech infrastructureNamed by 4 of the four AI assistants.9/6039
  95. 307Advanced Fraud SolutionsFraud, identity and complianceNamed by 3 of the four AI assistants.7/6039
  96. 310MiddeskFraud, identity and complianceNamed by 4 of the four AI assistants.7/6039
  97. 316AutoRekAccounting, tax and payrollNamed by 4 of the four AI assistants.6/6039
  98. 320RRadarFraud, identity and complianceNamed by 4 of the four AI assistants.6/6039
  99. 322CandescentBanking and fintech infrastructureNamed by 3 of the four AI assistants.5/6039
  100. 324FeaturespaceFraud, identity and complianceNamed by 4 of the four AI assistants.5/6039
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