{
  "metadata": {
    "canonicalUrl": "https://supaintent.com/ai-brand-index/erp-accounting-and-finance-software-financial-fraud-prevention",
    "categoryName": "Financial Fraud Prevention",
    "categoryPath": "ERP > Accounting & Finance Software > Financial Fraud Prevention",
    "csvUrl": "https://supaintent.com/ai-brand-index/data/erp-accounting-and-finance-software-financial-fraud-prevention.csv",
    "generatedBy": "SupaIntent AI Brand Index",
    "jsonUrl": "https://supaintent.com/ai-brand-index/data/erp-accounting-and-finance-software-financial-fraud-prevention.json",
    "methodologyUrl": "https://supaintent.com/ai-brand-index/methodology",
    "providers": {
      "chatgpt": "ChatGPT",
      "google_ai_mode": "Google AI Mode",
      "gemini": "Gemini",
      "perplexity": "Perplexity"
    },
    "refreshDate": "2026-08-09",
    "slug": "erp-accounting-and-finance-software-financial-fraud-prevention",
    "snapshots": [
      "2026-06-14",
      "2026-06-21",
      "2026-06-28",
      "2026-07-05",
      "2026-07-12",
      "2026-07-19",
      "2026-07-26",
      "2026-08-02",
      "2026-08-09"
    ]
  },
  "summary": {
    "brandCount": 30,
    "citedSourceCount": 27,
    "currentLeader": "FICO",
    "officialBrandSiteCitationShare": 29,
    "sourceMentionTotal": 69,
    "topBrandSites": [
      {
        "displayName": "G2",
        "domain": "g2.com"
      },
      {
        "displayName": "Shadowdragon",
        "domain": "shadowdragon.io"
      },
      {
        "displayName": "Alessa",
        "domain": "alessa.com"
      }
    ],
    "topBrands": [
      "FICO",
      "Feedzai",
      "Kount"
    ],
    "updateCadence": "weekly"
  },
  "findings": [
    "As of 9 August 2026, SupaIntent tracked 30 financial fraud prevention brands across buying-intent prompts on ChatGPT, Google AI Mode, Gemini and Perplexity. FICO appeared in the most answers overall, followed by Feedzai and Kount.",
    "FICO overtook NICE Actimize this week to take the top position.",
    "No single publisher dominates. The most cited sources are G2, Shadowdragon and Alessa, which means the citation field is open.",
    "The engines disagree on the leader. ChatGPT names Sift, Google AI Mode names FICO, Gemini names Feedzai, and Perplexity names Sapiens Fraud Analytics."
  ],
  "ranking": [
    {
      "brand": "FICO",
      "domain": "fico.com",
      "isNew": false,
      "movement": 3,
      "officialUrl": "https://www.fico.com",
      "position": 1,
      "previousPosition": 4,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 1,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Feedzai",
      "domain": "feedzai.com",
      "isNew": false,
      "movement": 1,
      "officialUrl": "https://feedzai.com",
      "position": 2,
      "previousPosition": 3,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 2,
        "gemini": 1,
        "perplexity": null
      }
    },
    {
      "brand": "Kount",
      "domain": "kount.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://kount.com/why-kount",
      "position": 3,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": 6,
        "google_ai_mode": 6,
        "gemini": 9,
        "perplexity": null
      }
    },
    {
      "brand": "NICE Actimize",
      "domain": "niceactimize.com",
      "isNew": false,
      "movement": -3,
      "officialUrl": "https://www.niceactimize.com",
      "position": 4,
      "previousPosition": 1,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 3,
        "gemini": 3,
        "perplexity": null
      }
    },
    {
      "brand": "Sift",
      "domain": "sift.com",
      "isNew": false,
      "movement": -3,
      "officialUrl": "https://sift.com/platform",
      "position": 5,
      "previousPosition": 2,
      "providerPositions": {
        "chatgpt": 1,
        "google_ai_mode": 5,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "NICE Actimize Xceed",
      "domain": "nice.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.nice.com",
      "position": 6,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": 7,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 4
      }
    },
    {
      "brand": "Sapiens Fraud Analytics",
      "domain": "sapientsolutions.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.sapientsolutions.com",
      "position": 7,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 1
      }
    },
    {
      "brand": "ACI Worldwide Fraud Management",
      "domain": "aciworldwide.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.aciworldwide.com",
      "position": 8,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 2
      }
    },
    {
      "brand": "eftsure",
      "domain": "eftsure.com",
      "isNew": false,
      "movement": 4,
      "officialUrl": "https://www.eftsure.com/",
      "position": 9,
      "previousPosition": 13,
      "providerPositions": {
        "chatgpt": 2,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Featurespace",
      "domain": "featurespace.com",
      "isNew": false,
      "movement": 5,
      "officialUrl": "https://featurespace.com",
      "position": 10,
      "previousPosition": 15,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": 2,
        "perplexity": null
      }
    },
    {
      "brand": "iDenfy",
      "domain": "idenfy.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.idenfy.com/",
      "position": 11,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": 3,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Sardine",
      "domain": "sardine.ai",
      "isNew": false,
      "movement": -6,
      "officialUrl": "https://sardine.ai/",
      "position": 12,
      "previousPosition": 6,
      "providerPositions": {
        "chatgpt": 5,
        "google_ai_mode": null,
        "gemini": 10,
        "perplexity": null
      }
    },
    {
      "brand": "LexisNexis Risk Solutions",
      "domain": "lexisnexis.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://risk.lexisnexis.com",
      "position": 13,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 4,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Trustpair",
      "domain": "trustpair.com",
      "isNew": false,
      "movement": -3,
      "officialUrl": "https://trustpair.com/",
      "position": 14,
      "previousPosition": 11,
      "providerPositions": {
        "chatgpt": 4,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Verafin",
      "domain": "verafin.com",
      "isNew": false,
      "movement": 4,
      "officialUrl": "https://verafin.com",
      "position": 15,
      "previousPosition": 19,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": 4,
        "perplexity": null
      }
    },
    {
      "brand": "SAS Fraud Management",
      "domain": "sas.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.sas.com",
      "position": 16,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 5
      }
    },
    {
      "brand": "SEON",
      "domain": "seon.io",
      "isNew": false,
      "movement": -3,
      "officialUrl": "https://seon.io",
      "position": 17,
      "previousPosition": 14,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": 5,
        "perplexity": null
      }
    },
    {
      "brand": "Labs21 Fraud Analytics",
      "domain": "labs21.ai",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.labs21.ai",
      "position": 18,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 6
      }
    },
    {
      "brand": "Forter",
      "domain": "forter.com",
      "isNew": false,
      "movement": -1,
      "officialUrl": "https://forter.com",
      "position": 19,
      "previousPosition": 18,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 7,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Hawk AI",
      "domain": "hawk.ai",
      "isNew": false,
      "movement": -3,
      "officialUrl": "https://hawk.ai",
      "position": 20,
      "previousPosition": 17,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": 7,
        "perplexity": null
      }
    },
    {
      "brand": "BioCatch",
      "domain": "biocatch.com",
      "isNew": false,
      "movement": 1,
      "officialUrl": "https://www.biocatch.com",
      "position": 21,
      "previousPosition": 22,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": 8,
        "perplexity": null
      }
    },
    {
      "brand": "FIS Fraud Management",
      "domain": "fisglobal.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.fisglobal.com",
      "position": 22,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 8
      }
    },
    {
      "brand": "Fraud.net",
      "domain": "fraud.net",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.fraud.net/",
      "position": 23,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": 8,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Riskified",
      "domain": "riskified.com",
      "isNew": false,
      "movement": -8,
      "officialUrl": "https://riskified.com",
      "position": 24,
      "previousPosition": 16,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 8,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "ComplyAdvantage",
      "domain": "complyadvantage.com",
      "isNew": false,
      "movement": -17,
      "officialUrl": "https://complyadvantage.com",
      "position": 25,
      "previousPosition": 8,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 9,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "FraudGuard by Experian",
      "domain": "experian.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.experian.com",
      "position": 26,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 9
      }
    },
    {
      "brand": "Xelix",
      "domain": "xelix.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.xelix.com/",
      "position": 27,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": 9,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Artemis Fraud Analytics",
      "domain": "artemis.ai",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.artemis.ai",
      "position": 28,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 10
      }
    },
    {
      "brand": "Sumsub",
      "domain": "sumsub.com",
      "isNew": false,
      "movement": -6,
      "officialUrl": "https://sumsub.com",
      "position": 29,
      "previousPosition": 23,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 10,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Tipalti",
      "domain": "tipalti.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://tipalti.com/",
      "position": 30,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": 10,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": null
      }
    }
  ],
  "sources": [
    {
      "displayName": "G2",
      "domain": "g2.com",
      "mentions": 20,
      "official": false,
      "position": 1
    },
    {
      "displayName": "Shadowdragon",
      "domain": "shadowdragon.io",
      "mentions": 12,
      "official": false,
      "position": 2
    },
    {
      "displayName": "Alessa",
      "domain": "alessa.com",
      "mentions": 6,
      "official": false,
      "position": 3
    },
    {
      "displayName": "Eftsure",
      "domain": "eftsure.com",
      "mentions": 5,
      "official": true,
      "position": 4
    },
    {
      "displayName": "Complyadvantage",
      "domain": "complyadvantage.com",
      "mentions": 3,
      "official": true,
      "position": 5
    },
    {
      "displayName": "Tblocks",
      "domain": "tblocks.com",
      "mentions": 2,
      "official": false,
      "position": 6
    },
    {
      "displayName": "Aciworldwide",
      "domain": "aciworldwide.com",
      "mentions": 1,
      "official": true,
      "position": 7
    },
    {
      "displayName": "Artemis",
      "domain": "artemis.ai",
      "mentions": 1,
      "official": true,
      "position": 8
    },
    {
      "displayName": "Azakaw",
      "domain": "azakaw.com",
      "mentions": 1,
      "official": false,
      "position": 9
    },
    {
      "displayName": "Experian",
      "domain": "experian.com",
      "mentions": 1,
      "official": true,
      "position": 10
    },
    {
      "displayName": "Fico",
      "domain": "fico.com",
      "mentions": 1,
      "official": true,
      "position": 11
    },
    {
      "displayName": "Fisglobal",
      "domain": "fisglobal.com",
      "mentions": 1,
      "official": true,
      "position": 12
    },
    {
      "displayName": "Infomsp",
      "domain": "infomsp.com",
      "mentions": 1,
      "official": false,
      "position": 13
    },
    {
      "displayName": "Kount",
      "domain": "kount.com",
      "mentions": 1,
      "official": true,
      "position": 14
    },
    {
      "displayName": "Labs21",
      "domain": "labs21.ai",
      "mentions": 1,
      "official": true,
      "position": 15
    },
    {
      "displayName": "Marketsandmarkets",
      "domain": "marketsandmarkets.com",
      "mentions": 1,
      "official": false,
      "position": 16
    },
    {
      "displayName": "Mondovisione",
      "domain": "mondovisione.com",
      "mentions": 1,
      "official": false,
      "position": 17
    },
    {
      "displayName": "Nice",
      "domain": "nice.com",
      "mentions": 1,
      "official": true,
      "position": 18
    },
    {
      "displayName": "Researchandmarkets",
      "domain": "researchandmarkets.com",
      "mentions": 1,
      "official": false,
      "position": 19
    },
    {
      "displayName": "Reuters",
      "domain": "reuters.com",
      "mentions": 1,
      "official": false,
      "position": 20
    },
    {
      "displayName": "Sapientsolutions",
      "domain": "sapientsolutions.com",
      "mentions": 1,
      "official": true,
      "position": 21
    },
    {
      "displayName": "Sas",
      "domain": "sas.com",
      "mentions": 1,
      "official": true,
      "position": 22
    },
    {
      "displayName": "Sift",
      "domain": "sift.com",
      "mentions": 1,
      "official": true,
      "position": 23
    },
    {
      "displayName": "Sphinxhq",
      "domain": "sphinxhq.com",
      "mentions": 1,
      "official": false,
      "position": 24
    },
    {
      "displayName": "Sumsub",
      "domain": "sumsub.com",
      "mentions": 1,
      "official": true,
      "position": 25
    },
    {
      "displayName": "Thefinancialtechnologyreport",
      "domain": "thefinancialtechnologyreport.com",
      "mentions": 1,
      "official": false,
      "position": 26
    },
    {
      "displayName": "Ttms",
      "domain": "ttms.com",
      "mentions": 1,
      "official": false,
      "position": 27
    }
  ],
  "history": [
    {
      "brandKey": "fico",
      "position": 4,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "fico",
      "position": 1,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "feedzai",
      "position": 2,
      "snapshotDate": "2026-06-14"
    },
    {
      "brandKey": "feedzai",
      "position": 1,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "feedzai",
      "position": 4,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "feedzai",
      "position": 2,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "feedzai",
      "position": 1,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "feedzai",
      "position": 4,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "feedzai",
      "position": 3,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "feedzai",
      "position": 3,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "feedzai",
      "position": 2,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "kount",
      "position": 3,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "nice-actimize",
      "position": 5,
      "snapshotDate": "2026-06-14"
    },
    {
      "brandKey": "nice-actimize",
      "position": 13,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "nice-actimize",
      "position": 3,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "nice-actimize",
      "position": 1,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "nice-actimize",
      "position": 5,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "nice-actimize",
      "position": 2,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "nice-actimize",
      "position": 4,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "nice-actimize",
      "position": 1,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "nice-actimize",
      "position": 4,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "sift",
      "position": 4,
      "snapshotDate": "2026-06-14"
    },
    {
      "brandKey": "sift",
      "position": 2,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "sift",
      "position": 1,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "sift",
      "position": 3,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "sift",
      "position": 3,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "sift",
      "position": 6,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "sift",
      "position": 1,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "sift",
      "position": 2,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "sift",
      "position": 5,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "nice-actimize-fraud-management",
      "position": 6,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "sapiens-fraud-analytics",
      "position": 7,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "aci-worldwide-fraud-management",
      "position": 8,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "eftsure",
      "position": 5,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "eftsure",
      "position": 23,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "eftsure",
      "position": 6,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "eftsure",
      "position": 8,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "eftsure",
      "position": 11,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "eftsure",
      "position": 13,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "eftsure",
      "position": 9,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "featurespace",
      "position": 5,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "featurespace",
      "position": 26,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "featurespace",
      "position": 27,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "featurespace",
      "position": 12,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "featurespace",
      "position": 15,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "featurespace",
      "position": 10,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "idenfy",
      "position": 11,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "sardine",
      "position": 8,
      "snapshotDate": "2026-06-14"
    },
    {
      "brandKey": "sardine",
      "position": 14,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "sardine",
      "position": 15,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "sardine",
      "position": 15,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "sardine",
      "position": 13,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "sardine",
      "position": 21,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "sardine",
      "position": 10,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "sardine",
      "position": 6,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "sardine",
      "position": 12,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "lexisnexis-risk",
      "position": 13,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "trustpair",
      "position": 20,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "trustpair",
      "position": 7,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "trustpair",
      "position": 17,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "trustpair",
      "position": 4,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "trustpair",
      "position": 7,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "trustpair",
      "position": 8,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "trustpair",
      "position": 11,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "trustpair",
      "position": 14,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "verafin",
      "position": 20,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "verafin",
      "position": 11,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "verafin",
      "position": 10,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "verafin",
      "position": 14,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "verafin",
      "position": 19,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "verafin",
      "position": 15,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "sas-fraud-management",
      "position": 16,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "seon",
      "position": 13,
      "snapshotDate": "2026-06-14"
    },
    {
      "brandKey": "seon",
      "position": 9,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "seon",
      "position": 6,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "seon",
      "position": 6,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "seon",
      "position": 10,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "seon",
      "position": 9,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "seon",
      "position": 5,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "seon",
      "position": 14,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "seon",
      "position": 17,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "labs21-fraud-analytics",
      "position": 18,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "forter",
      "position": 16,
      "snapshotDate": "2026-06-14"
    },
    {
      "brandKey": "forter",
      "position": 4,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "forter",
      "position": 9,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "forter",
      "position": 10,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "forter",
      "position": 17,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "forter",
      "position": 11,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "forter",
      "position": 17,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "forter",
      "position": 18,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "forter",
      "position": 19,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "hawk",
      "position": 19,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "hawk",
      "position": 17,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "hawk",
      "position": 20,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "biocatch",
      "position": 22,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "biocatch",
      "position": 21,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "fis-fraud-management",
      "position": 22,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "fraud-net",
      "position": 23,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "riskified",
      "position": 16,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "riskified",
      "position": 24,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "complyadvantage",
      "position": 12,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "complyadvantage",
      "position": 25,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "complyadvantage",
      "position": 8,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "complyadvantage",
      "position": 25,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "fraudguard-by-experian",
      "position": 26,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "xelix",
      "position": 27,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "artemis-fraud-analytics",
      "position": 28,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "sumsub",
      "position": 23,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "sumsub",
      "position": 29,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "tipalti",
      "position": 30,
      "snapshotDate": "2026-08-09"
    }
  ]
}