Fraud incidents in auto lending fell by more than half since 2018. Losses grew 2.6 times. The files blowing up now look prime on paper.

The finding is not that fraud is growing. It is that fraud is concentrating. Across first-party, third-party and synthetic categories, the number of flagged incidents has fallen since 2018, in the third-party case to less than half the 2018 rate, while dollar losses tripled or better in the key categories.¹ Satyan Merchant, TransUnion's automotive and mortgage business leader, put it directly: "Fraudsters are becoming increasingly targeted and efficient. While fraud volume remains an important indicator of risk, we are seeing criminals drive significantly higher losses through fewer, more strategic attacks."¹ The October 2025 companion analysis explains why auto is the destination: the average fraud loss per auto account, $19,611, runs 21 times the credit-card equivalent, and the average super-prime auto fraud costs $53,796.² Merchant's explanation to Dealership Guy was blunter: "Fraudsters are coming to the auto industry simply because there's just a bigger pot to go after with the auto transaction."³

Credit washing exploits the dispute machinery of the Fair Credit Reporting Act. A borrower, often coached by a credit-repair operation, disputes accurate charged-off accounts as identity theft or inaccuracy until furnishers suppress them, then applies for credit wearing a manufactured clean file. TransUnion estimates that in 2025 roughly 5% of U.S. consumers have had charged-off accounts suppressed for atypical reasons, erasing an estimated $10 billion of debt from credit reports.¹ The dispute volume behind that machinery is visible in federal complaint data: credit-reporting complaints in the FTC's Consumer Sentinel network more than doubled from roughly 600,000 in 2021 to 1.36 million in 2024, the largest single category.⁹ Naureen Ali, TransUnion's U.S. head of fraud, called credit washing "one of the more concerning emerging trends because it fundamentally distorts how lenders assess risk."¹ Note the boundary: buying authorized-user tradelines remains legal, and no current rule bans the tradeline market itself; the fraud is in disputing accurate history off the file.¹⁰

Because that is where the washing shows up. Among 2024 originations, consumers with atypically suppressed negative tradelines charged off within 12 months at rates their scores said were impossible: 4.8% against 0.4% in prime plus, 5.6% against 1.2% in prime, 3.6% against 0.1% in super prime. In the subprime tier the gap narrows, 14.8% against 10.3%, because everyone's expected losses are already high.¹ The economic logic is straightforward: a washed file that presents as prime plus gets a bigger loan, a lower rate and less scrutiny, so the fraud premium is largest exactly where risk teams look least. TransUnion found the largest fraud losses among traditionally lower-risk, higher-credit tiers.¹ For any lender whose approval logic front-loads the score, the score itself has become the attack surface.

Fair question, and worth answering honestly: TransUnion sells fraud analytics, and these are its own consortium estimates, not audited figures. But the independent record points the same direction. Point Predictive, working from a separate consortium of more than 650 institutions and 300 million historical applications, put 2025 auto fraud exposure at a record $10.4 billion, up from $9.2 billion, with first-party fraud at 69% of the total, income and employment misrepresentation at 45% of exposure and growing 21% year over year, and origination fraud evidence in more than 70% of early payment defaults.⁴ Bloomberg reported the severity findings independently in November.¹² Two rival data consortia, one message: the applications are lying more effectively than they used to.

The subprime auto collateral class has spent ten months demonstrating what stressed paper looks like from every angle. Fitch's 60-plus-day subprime auto delinquency index hit 6.9% in January, the worst reading since tracking began in 1994.⁵ Tricolor Holdings filed Chapter 7 last September owing lenders more than $900 million; its former COO pleaded guilty in June to fraud and conspiracy counts, and Reuters reported the indictment alleged falsified loan data and double-pledged collateral.^{6 7} America's Car-Mart, covered here Wednesday, disclosed a going-concern warning in its 10-K this month with no fraud alleged at all.⁸ The TransUnion data adds the third leg: alongside collateral stress and structural stress, the application data itself is compromised. Law firm Snell & Wilmer's mid-year auto-lending review counts rising delinquencies, state regulatory fragmentation and the Tricolor fallout, roughly $200 million of exposure each at two major banks, among the sector's live issues.¹¹ Warehouse lenders and ABS investors underwrite patterns, not intentions. A collateral class with record delinquencies, two large failures and documented application-integrity problems will face tighter diligence at every level of the stack.

Three specific moves come out of the data. First, treat suppressed-tradeline patterns as a fraud signal, not a cleaner file. A recently improved score with disputed or deleted charge-offs behind it is the exact signature TransUnion measured; ask your bureau or fraud vendor to surface suppression and dispute-frequency indicators at application time.¹ Second, audit your early payment defaults for origination fraud before you write them off as credit losses. Point Predictive found fraud evidence in more than 70% of EPDs; if your EPD review stops at collections, you are recording fraud as credit risk and mispricing both.⁴ Third, weight verification by ticket size, not by score band. The data says a $75,000 equipment deal or a large advance approved on a prime-looking file deserves more income, bank-activity and ownership verification than the score suggests, because severity, not incidence, is where the losses now live.^{2 3}

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Equifax CEO Mark Begor told investors on July 21 the company will hold its $1 VantageScore 4.0 mortgage price through the end of 2027, up to 90% below the legacy score, after second-quarter volume reached 2.2 million pulls, roughly 1,200 lenders ran it alongside a paid FICO score and about 100 moved to VantageScore alone.^{17 18} The commitment extends the price war Equifax opened in October against FICO's $10 2026 mortgage-score pricing.¹⁹ We covered the underwriting side of this migration on July 9, when a $321M AAA HELOC deal priced on FICO 9. Watch your own file costs and your funding partners' eligibility criteria: score-model competition is finally moving prices, and eligibility language written around one vendor's score is now a negotiating point.

KKR Real Estate Finance Trust said in its second-quarter report that its board is exploring strategic alternatives, which The Real Deal notes could mean a sale of the company, asset dispositions or no action at all; there is no timetable and no guarantee.^{14 15} The quarter behind the review: a $121.8 million loss driven by credit charges, a loan portfolio down to $4.5 billion from $5.1 billion at the end of Q1, and a dividend already cut this spring, in what CEO Matt Salem has called a year of transition.¹⁶ When a KKR-managed lending vehicle would rather explore exits than ride out its book, that is a data point on how institutional capital is repricing CRE credit platforms, and it echoes the CRE CLO loss-deferral warnings we covered Wednesday. And it is not alone at the exits: Green Street News reports Citi is shopping its Fannie Mae multifamily lending license, the second large institution inside 48 hours to test the market for a real estate lending platform.²²

PitchBook reported July 23 that credit funds are negotiating restructuring leverage at origination: stacked holding companies above the borrower so lenders can foreclose on equity at the top layer and sell the business clean, liability-management provisions that reserve the right to seat lender-appointed directors, and super-priority positions that convert into control. Proskauer's Joshua Sturm calls them "structural protections that would show up on an org chart" that borrowers "barely notice because it doesn't cost much to do."^{20 21} The same piece studies 50-plus bankruptcies and finds repeat filings cluster where operating problems went unsolved; Claire's, Party City and Rite Aid all returned within roughly two years of creditor-owned emergences.²¹ The operator lesson mirrors Wednesday's Car-Mart edition from the other side of the table: workout leverage is decided the day the documents are signed. Read your own stack for these levers before you need to know.

_{Sources
1 TransUnion Newsroom | Auto Loan Fraud Losses More Than Triple in Key Categories, New TransUnion Analysis Finds
2 TransUnion Newsroom | October 2025 Auto Fraud Analysis
3 Dealership Guy News | Fraud Risks Climb for Auto Lenders, Dealers as Loan Amounts Near $50K
4 GlobeNewswire | Point Predictive 2026 Auto Lending Fraud Trends Report: Fraud Exposure Reaches Record $10.4 Billion
5 Auto Finance News | 60-Plus-Day Subprime Auto Delinquencies Hit 32-Year High
6 Transport Topics | Ex-Tricolor COO Pleads Guilty
7 Reuters via Investing.com | Former Tricolor COO Pleads Guilty to Fraud Linked to Lender's Collapse
8 SEC EDGAR | America's Car-Mart Fiscal 2026 Form 10-K
9 Bridgeforce Data Solutions | FCRA Litigation and Complaints Continue to Rise Headed into 2026
10 National Law Review | Tradelines Remain Legal Amid 2026 Regulatory Scrutiny in U.S. Credit Markets
11 Snell & Wilmer | Critical Issues Facing Auto Lenders, Mid-Year Update
12 Bloomberg | Losses From Car Loan Fraud Soar Above Other Debt, Study Finds
13 Markets Insider | Auto Loan Fraud Losses More Than Triple in Key Categories
14 Bisnow | KREF Explores Sale After Posting $122M Loss
15 The Real Deal | KKR Real Estate Lending Arm Up for Potential Sale
16 StockTitan | KKR Real Estate Finance Trust Q2 2026 Form 10-Q Summary
17 HousingWire | Equifax Holds $1 VantageScore 4.0 Price Through 2027
18 Equifax | VantageScore 4.0 for Mortgage
19 Investing.com | Equifax Cuts VantageScore 4.0 Mortgage Credit Score Price to $1
20 PitchBook | Lenders Are Giving Themselves More Levers to Pull in the Event of Bankruptcy
21 Yahoo Finance | Lenders Are Giving Themselves More Levers to Pull in the Event of Bankruptcy (PitchBook syndication)
22 Green Street News | Citi Shopping Its Fannie Multifamily-Lending License}