We just released our annual fraud trends report at Point Predictive and the numbers paint a pretty grim picture – auto loan fraud just hit a new record and its showing no signs of slowing down.
The report, drawn from 90 billion risk elements across more than $5 trillion in loan applications, puts total auto lending fraud exposure at $10.4 billion, up 13 percent from a year ago. But the headline number hides a more troubling story underneath – fraud is getting more complex.
The Big Shift To First Party Fraud
For years, auto lenders have poured money into identity verification and third-party fraud detection. Those defenses have worked. True-name identity theft has flatlined at $1.6 billion, a declining share of the total.
But fraudsters didn’t just go away, they shifted. The fastest growing auto loan fraud comes from the borrowers themselves.
First party fraud now accounts for 69% of all fraud that auto lenders experience.
Bust Out Fraud Accelerates
At the tip of the fraud spear is bust out fraud.
In a bust-out scheme, a fraudster or fraud ring submits applications to multiple lenders at once, gets approved at several, stockpiles vehicles, and monetizes them before vanishing.
The consortium data shows bust-out reports grew 83 percent over five years, from 3,068 in 2021 to 5,621 in 2025. Year-over-year growth hit 26 percent in 2025 alone.
The October 2025 bot attack documented in the report shows where bust-out is headed. In a single four-hour window on October 20, bots flooded multiple lenders with more than 7,400 fraudulent applications.
At the peak, one in four applications at targeted lenders was fake. Forty-five percent of the synthetic applicants had no credit score. More than 80 percent used Gmail addresses. The fake employers and inflated incomes were polished enough that zero traditional fraud alerts fired.
Credit Repair – Loan Fraudsters Shift To “The Data Breach Method And Hit Lenders
Point Predictive also found that while credit washing came off the highs reported in 2024, scammers shifted to new tactics to fool credit bureaus.
The report documents a fast-spreading scheme called “the data breach method.” A consumer contacts a credit bureau claiming their personal information was exposed in a data breach. They demand that negative items on their credit report be removed or investigated as potentially fraudulent. Unlike traditional FTC disputes, this tactic bypasses the formal identity theft reporting process entirely.
The result has been a flood. Point Predictive’s credit washing alert rate hit 1.7 percent of all applications in 2024, five times the rate in 2019. It pulled back slightly to 1.54 percent in 2025 but remains far above historical norms.
Little White Lies – Not Really
But while Bust Out Fraud and Credit Washing is grabbing headlines, its income and employment misrepresentation that is dominating lenders time.
Income and employment misrepresentation is the single largest category, at $4.68 billion and growing 21 percent year over year. When an applicant tells one lender they make $80,000 and tells another they make $55,000, that is not a rounding error. Point Predictive’s consortium data shows that kind of inconsistency predicts early payment default at rates 6 to 12 times the baseline.
Download The Full Report Here
If you are interested in catching the full report and lots of juicy analysis, you can download it here!
