{
  "metadata": {
    "canonicalUrl": "https://supaintent.com/ai-brand-index/vertical-industry-financial-services-software-loan-software",
    "categoryName": "Loan Software",
    "categoryPath": "Vertical Industry > Financial Services Software > Loan Software",
    "csvUrl": "https://supaintent.com/ai-brand-index/data/vertical-industry-financial-services-software-loan-software.csv",
    "generatedBy": "SupaIntent AI Brand Index",
    "jsonUrl": "https://supaintent.com/ai-brand-index/data/vertical-industry-financial-services-software-loan-software.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": "vertical-industry-financial-services-software-loan-software",
    "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": 26,
    "citedSourceCount": 24,
    "currentLeader": "nCino",
    "officialBrandSiteCitationShare": 38,
    "sourceMentionTotal": 64,
    "topBrandSites": [
      {
        "displayName": "G2",
        "domain": "g2.com"
      },
      {
        "displayName": "Hesfintech",
        "domain": "hesfintech.com"
      },
      {
        "displayName": "Loanpro",
        "domain": "loanpro.io"
      }
    ],
    "topBrands": [
      "nCino",
      "Finastra",
      "MeridianLink"
    ],
    "updateCadence": "weekly"
  },
  "findings": [
    "As of 9 August 2026, SupaIntent tracked 26 loan software brands across buying-intent prompts on ChatGPT, Google AI Mode, Gemini and Perplexity. nCino appeared in the most answers overall, followed by Finastra and MeridianLink.",
    "nCino held the top position, but the ranking below it moved sharply: Ellie Mae ( vervolg), ICE Encompass and Black Knight MSP entered the top 10 this week, while Mambu dropped at least three positions.",
    "Answers in this category lean on vendor pages: Hesfintech, Loanpro and Meridianlink are the most cited brand-owned sources, and official domains account for 38% of all citations.",
    "The engines disagree on the leader. ChatGPT names Abrigo, Google AI Mode names nCino, Gemini names LoanPro, and Perplexity names Finastra FusionLoan."
  ],
  "ranking": [
    {
      "brand": "nCino",
      "domain": "ncino.com",
      "isNew": false,
      "movement": 0,
      "officialUrl": "https://www.ncino.com",
      "position": 1,
      "previousPosition": 1,
      "providerPositions": {
        "chatgpt": 2,
        "google_ai_mode": 1,
        "gemini": 4,
        "perplexity": null
      }
    },
    {
      "brand": "Finastra",
      "domain": "finastra.com",
      "isNew": false,
      "movement": 0,
      "officialUrl": "https://www.finastra.com/products/loan-software",
      "position": 2,
      "previousPosition": 2,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 4,
        "gemini": 3,
        "perplexity": null
      }
    },
    {
      "brand": "MeridianLink",
      "domain": "meridianlink.com",
      "isNew": false,
      "movement": 9,
      "officialUrl": "https://www.meridianlink.com",
      "position": 3,
      "previousPosition": 12,
      "providerPositions": {
        "chatgpt": 3,
        "google_ai_mode": 3,
        "gemini": 6,
        "perplexity": null
      }
    },
    {
      "brand": "LoanPro",
      "domain": "loanpro.io",
      "isNew": false,
      "movement": -1,
      "officialUrl": "https://www.loanpro.io",
      "position": 4,
      "previousPosition": 3,
      "providerPositions": {
        "chatgpt": 10,
        "google_ai_mode": 2,
        "gemini": 1,
        "perplexity": null
      }
    },
    {
      "brand": "Abrigo",
      "domain": "abrigo.com",
      "isNew": false,
      "movement": 1,
      "officialUrl": "https://www.abrigo.com/",
      "position": 5,
      "previousPosition": 6,
      "providerPositions": {
        "chatgpt": 1,
        "google_ai_mode": 6,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "TurnKey Lender",
      "domain": "turnkeylender.com",
      "isNew": false,
      "movement": -1,
      "officialUrl": "https://www.turnkeylender.com",
      "position": 6,
      "previousPosition": 5,
      "providerPositions": {
        "chatgpt": 9,
        "google_ai_mode": 7,
        "gemini": 5,
        "perplexity": null
      }
    },
    {
      "brand": "LendingPad",
      "domain": "lendingpad.com",
      "isNew": false,
      "movement": 13,
      "officialUrl": "https://www.lendingpad.com/",
      "position": 7,
      "previousPosition": 20,
      "providerPositions": {
        "chatgpt": 4,
        "google_ai_mode": 8,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Ellie Mae ( vervolg)",
      "domain": "elliemae.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.elliemae.com",
      "position": 8,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 2
      }
    },
    {
      "brand": "ICE Encompass",
      "domain": "icemortgagetechnology.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.icemortgagetechnology.com",
      "position": 9,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": 2,
        "perplexity": null
      }
    },
    {
      "brand": "Black Knight MSP",
      "domain": "blackknightinc.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.blackknightinc.com",
      "position": 10,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 3
      }
    },
    {
      "brand": "ICE Mortgage Technology Encompass",
      "domain": "icemortgagetechnology.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.icemortgagetechnology.com",
      "position": 11,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 4
      }
    },
    {
      "brand": "ICE Mortgage Technology",
      "domain": "icemortgagetechnology.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://icemortgagetechnology.com",
      "position": 12,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 5,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Mortgage Automator",
      "domain": "mortgageautomator.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://mortgageautomator.com/",
      "position": 13,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": 5,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Mortgage Cadence (Prospect Mortgage)",
      "domain": "mtgcadence.com",
      "isNew": false,
      "movement": -1,
      "officialUrl": "https://www.mtgcadence.com",
      "position": 14,
      "previousPosition": 13,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 5
      }
    },
    {
      "brand": "Mambu",
      "domain": "mambu.com",
      "isNew": false,
      "movement": -8,
      "officialUrl": "https://mambu.com",
      "position": 15,
      "previousPosition": 7,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 10,
        "gemini": 7,
        "perplexity": null
      }
    },
    {
      "brand": "Copper Robotics Loan Pro",
      "domain": "copperrobotics.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.copperrobotics.com/loan-pro",
      "position": 16,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 6
      }
    },
    {
      "brand": "The Mortgage Office",
      "domain": "themortgageoffice.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.themortgageoffice.com/",
      "position": 17,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": 6,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Bem Loan Software",
      "domain": "bemloan.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.bemloan.com",
      "position": 18,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 7
      }
    },
    {
      "brand": "HES LoanBox",
      "domain": "hesfintech.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.hesfintech.com/",
      "position": 19,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": 7,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Finflux",
      "domain": "finflux.io",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.finflux.io/",
      "position": 20,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": 8,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Nortridge Software",
      "domain": "nortridge.com",
      "isNew": false,
      "movement": -5,
      "officialUrl": "https://www.nortridge.com",
      "position": 21,
      "previousPosition": 16,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": 8,
        "perplexity": null
      }
    },
    {
      "brand": "Roostify",
      "domain": "roostify.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.roostify.com",
      "position": 22,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 8
      }
    },
    {
      "brand": "Blend",
      "domain": "blend.com",
      "isNew": false,
      "movement": -12,
      "officialUrl": "https://blend.com",
      "position": 23,
      "previousPosition": 11,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": 9,
        "perplexity": null
      }
    },
    {
      "brand": "Newgen Software",
      "domain": "newgensoft.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://newgensoft.com",
      "position": 24,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 9,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "HES FinTech",
      "domain": "hesfintech.com",
      "isNew": false,
      "movement": -7,
      "officialUrl": "https://hesfintech.com",
      "position": 25,
      "previousPosition": 18,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": 10,
        "perplexity": null
      }
    },
    {
      "brand": "Mortech by Zillow Tech Solutions",
      "domain": "mortech.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.mortech.com",
      "position": 26,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 10
      }
    }
  ],
  "sources": [
    {
      "displayName": "G2",
      "domain": "g2.com",
      "mentions": 19,
      "official": false,
      "position": 1
    },
    {
      "displayName": "Hesfintech",
      "domain": "hesfintech.com",
      "mentions": 7,
      "official": true,
      "position": 2
    },
    {
      "displayName": "Loanpro",
      "domain": "loanpro.io",
      "mentions": 6,
      "official": true,
      "position": 3
    },
    {
      "displayName": "Lendfusion",
      "domain": "lendfusion.com",
      "mentions": 5,
      "official": false,
      "position": 4
    },
    {
      "displayName": "Timvero",
      "domain": "timvero.com",
      "mentions": 4,
      "official": false,
      "position": 5
    },
    {
      "displayName": "Awesometechinc",
      "domain": "awesometechinc.com",
      "mentions": 3,
      "official": false,
      "position": 6
    },
    {
      "displayName": "Meridianlink",
      "domain": "meridianlink.com",
      "mentions": 2,
      "official": true,
      "position": 7
    },
    {
      "displayName": "Smartcapitalcenter",
      "domain": "smartcapitalcenter.com",
      "mentions": 2,
      "official": false,
      "position": 8
    },
    {
      "displayName": "Aloan",
      "domain": "aloan.ai",
      "mentions": 1,
      "official": false,
      "position": 9
    },
    {
      "displayName": "Bemloan",
      "domain": "bemloan.com",
      "mentions": 1,
      "official": true,
      "position": 10
    },
    {
      "displayName": "Blackknightinc",
      "domain": "blackknightinc.com",
      "mentions": 1,
      "official": true,
      "position": 11
    },
    {
      "displayName": "Bloomberg",
      "domain": "bloomberg.com",
      "mentions": 1,
      "official": false,
      "position": 12
    },
    {
      "displayName": "Businessnext",
      "domain": "businessnext.com",
      "mentions": 1,
      "official": false,
      "position": 13
    },
    {
      "displayName": "Copperrobotics",
      "domain": "copperrobotics.com",
      "mentions": 1,
      "official": true,
      "position": 14
    },
    {
      "displayName": "Elliemae",
      "domain": "elliemae.com",
      "mentions": 1,
      "official": true,
      "position": 15
    },
    {
      "displayName": "Finastra",
      "domain": "finastra.com",
      "mentions": 1,
      "official": true,
      "position": 16
    },
    {
      "displayName": "Goodfirms",
      "domain": "goodfirms.co",
      "mentions": 1,
      "official": false,
      "position": 17
    },
    {
      "displayName": "Icemortgagetechnology",
      "domain": "icemortgagetechnology.com",
      "mentions": 1,
      "official": true,
      "position": 18
    },
    {
      "displayName": "Mortech",
      "domain": "mortech.com",
      "mentions": 1,
      "official": true,
      "position": 19
    },
    {
      "displayName": "Mpamag",
      "domain": "mpamag.com",
      "mentions": 1,
      "official": false,
      "position": 20
    },
    {
      "displayName": "Mtgcadence",
      "domain": "mtgcadence.com",
      "mentions": 1,
      "official": true,
      "position": 21
    },
    {
      "displayName": "Roostify",
      "domain": "roostify.com",
      "mentions": 1,
      "official": true,
      "position": 22
    },
    {
      "displayName": "Setshape",
      "domain": "setshape.com",
      "mentions": 1,
      "official": false,
      "position": 23
    },
    {
      "displayName": "Zeitro",
      "domain": "zeitro.com",
      "mentions": 1,
      "official": false,
      "position": 24
    }
  ],
  "history": [
    {
      "brandKey": "ncino",
      "position": 2,
      "snapshotDate": "2026-06-14"
    },
    {
      "brandKey": "ncino",
      "position": 3,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "ncino",
      "position": 1,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "ncino",
      "position": 1,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "ncino",
      "position": 2,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "ncino",
      "position": 3,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "ncino",
      "position": 2,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "ncino",
      "position": 1,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "ncino",
      "position": 1,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "finastra",
      "position": 7,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "finastra",
      "position": 1,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "finastra",
      "position": 1,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "finastra",
      "position": 1,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "finastra",
      "position": 2,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "finastra",
      "position": 2,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "meridianlink",
      "position": 12,
      "snapshotDate": "2026-06-14"
    },
    {
      "brandKey": "meridianlink",
      "position": 9,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "meridianlink",
      "position": 7,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "meridianlink",
      "position": 3,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "meridianlink",
      "position": 3,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "meridianlink",
      "position": 6,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "meridianlink",
      "position": 26,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "meridianlink",
      "position": 12,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "meridianlink",
      "position": 3,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "loanpro",
      "position": 7,
      "snapshotDate": "2026-06-14"
    },
    {
      "brandKey": "loanpro",
      "position": 4,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "loanpro",
      "position": 6,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "loanpro",
      "position": 2,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "loanpro",
      "position": 10,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "loanpro",
      "position": 2,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "loanpro",
      "position": 4,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "loanpro",
      "position": 3,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "loanpro",
      "position": 4,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "abrigo",
      "position": 23,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "abrigo",
      "position": 16,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "abrigo",
      "position": 21,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "abrigo",
      "position": 4,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "abrigo",
      "position": 11,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "abrigo",
      "position": 17,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "abrigo",
      "position": 6,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "abrigo",
      "position": 5,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "turnkey-lender",
      "position": 6,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "turnkey-lender",
      "position": 5,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "turnkey-lender",
      "position": 5,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "turnkey-lender",
      "position": 20,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "turnkey-lender",
      "position": 5,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "turnkey-lender",
      "position": 6,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "turnkey-lender",
      "position": 5,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "turnkey-lender",
      "position": 6,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "lendingpad",
      "position": 17,
      "snapshotDate": "2026-06-21"
    },
    {
      "brandKey": "lendingpad",
      "position": 21,
      "snapshotDate": "2026-06-28"
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