The Growing Threat of Auto Lending Fraud

Auto lending fraud

Auto lending fraud is on the rise. According to Point Predictive’s 2024 Auto Lending Fraud Trends Report, fraud loss exposure tops $7.9 billion in the auto industry. In addition, synthetic identity attempts have nearly doubled, credit washing has increased by 30%, and bust-out reports have risen by 27%.

Individuals, fraud rings, and even dealerships perpetrate fraud. For someone with a low credit score, lying on a loan app can help land a loan or better terms. A fraud ring can use a synthetic identity and a $1,000 down payment to drive away with a luxury vehicle. Dealers can inflate vehicle values or modify application information to pocket additional profit. In each scenario, it’s the lender who suffers.

Thieves Leverage the Internet for Auto Lending Fraud


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The internet and the growth of electronic transactions have improved nearly every aspect of commerce, making goods and services better, faster, and cheaper via desktop or mobile. Unfortunately, personally identifiable information (PII) and financial details associated with electronic transactions are often subject to data breaches. Unwarranted access to that information is the foundation for many fraud schemes involving identity theft.

The internet also makes it easy to create seemingly legitimate documents that support auto loan fraud. Many online services help fraudsters fake income statements, adding a few zeroes in anticipation of a luxe shopping trip. Similar online services exist to confirm employment at fictitious companies.

Auto loan fraud has become the method of choice for acquiring vehicles with a minimum of cash and risk.

Auto Loan Fraud Types


There are many variations of auto loan fraud. To better understand what you can expect to encounter, let’s look at five of the most frequent.

1) Income – Instant Wealth With Just a Few Clicks

Subprime applicants are frequently granted conditional approvals, subject to stipulations. Income verification is a frequent requirement. There’s no shortage of websites that make it easy to create a fake paystub. Provide a credit card number, and they’ll guide you through the process, recommending the type of statement, income, and monthly or weekly pay ranges based on the supposed occupation and location. The goal is to make the resultant paystub appear as authentic as possible. Fill in the information, click print, and send it to the dealer or lender, who, in the interest of selling the car or booking the deal, may not give it any further scrutiny.

2) Employment – A Stellar Record, Including References

Employment verification is also frequently associated with conditional approvals. You’ll find many online services to confirm employment by phone or letter. Fees for the service vary from one hundred for the basic service to several hundred dollars for the executive service, including employer website, phone number and email address for the HR department, references from former managers, and even a customized LinkedIn profile. Of course, all of this is fictitious, but a motivated borrower can rationalize this expense as an economically justified means of acquiring a vehicle. Employment confirmation by phone call or letter can be a quick check-off stipulation, but it merits greater attention, especially when a high-end vehicle is in the deal.

3) Straw Buyer – “For a Friend”

The typical straw buyer scenario involves someone with poor credit convincing a friend or relative with better credit to front the deal, posing as the one buying the vehicle. A better credit score can get better terms, a more valuable vehicle, or both. In the best case, the actual buyer continues to pay the straw borrower throughout the loan. Typically, the loan becomes delinquent, a friend’s credit score takes a hit, and the lender begins the recovery process. In the worst case, the straw buyer using a false identity is part of a fraud ring, and the vehicle has already been sold in a foreign market.

4) Synthetic Identity – I Am What I Am (Not Really)

Data breaches that expose personally identifying information facilitate identity theft. It’s difficult for an individual to perpetrate this scheme. When it happens, there’s usually a fraud ring coordinating the effort and deploying the scheme widely to maximize gains.

Synthetic identity allows a perpetrator to combine various illicitly acquired information to create a false, non-existent, seemingly credible borrower profile. Excellent credit, a social security number, a home address in an affluent neighborhood, solid employment, and other attributes create a seemingly legitimate persona deserving quick approval and excellent terms. However, a detailed and thorough investigation of this persona will reveal subtle inconsistencies indicative of high risk.

5) Collateral – Claiming More Than It’s Worth

This scheme is the realm of dealerships. Before submitting the loan application to a lender, dishonest dealers can modify the information to their advantage. Inflating the vehicle’s value and reducing or failing to mention the downpayment are two immediate means to boost dealer profit. An astute buyer will eventually notice the discrepancies, but an experienced dealer will have finessed the paperwork, making it appear that the buyer agreed to the terms.

Fight Car Loan Fraud with Fintech


At first glance, auto loan fraud statistics and the five schemes mentioned above may appear to threaten long-term profitability more than decreased demand for autos. However, advances in fintech and analytics give lenders powerful tools to identify auto loan fraud and prevent it from hurting profitability.

When analytics and machine learning are applied to millions of loan applications and loan performance histories, including defaults and delinquencies, they can identify loan application attributes and inconsistencies highly indicative of fraud. Machine learning techniques are sophisticated enough to determine the type of suspected fraud—identity, income or employment misrepresentation, straw borrowers, and collateral inflation—and provide a confidence factor to help lenders determine what level of additional investigation or verification may be needed.

Analytics and machine learning aren’t the only weapons for fighting fraud. Many other services can be easily used with an LOS to automate the verification of applicant attributes. Services provided by ID Analytics can be called when identity fraud is suspected. Equifax can help confirm or refute the claim when income or employment documents are suspicious. Vehicle valuation services from Black Book can determine if a dealer’s valuation is reasonable. defi SOLUTIONS partners with these firms and more than 100 others so that lenders can get access to the information and services they need when using defi’s platforms. 

You Can Avoid Becoming an Auto Loan Fraud Statistic

Auto loan fraud is a threat to profitability in an already competitive lending environment. To effectively fight fraud, take advantage of the latest fintech capabilities. Modern, cloud-based loan origination uses integrated analytics, machine learning, and automated verification services to prevent seemingly legitimate fake applications from becoming more auto loan fraud statistics.

defi SOLUTIONS loan origination solutions offer these advanced capabilities and more. The table below presents the key features of our loan origination systems.

Key Features of Defi Loan Origination Systems
✔ Scalable cloud-based platform ✔ Built-in APIs and quick integrations with third-parties
Automated underwriting, decisioning, deal structuring, and funding Data analytics capabilities
✔ No-code configuration for workflows, rules, policies, features, and admin functions ✔ Fully integrated mobile apps
✔ Customer-facing portals and other customer service tech ✔ Support for advanced features like AI and machine learning.
✔ Support of complex pricing matrices ✔ Quick implementation of business decisions

Getting Started

defi SOLUTIONS is redefining loan origination with software solutions and services that enable lenders to automate, streamline, and deliver on their complete end-to-end lending lifecycle. Borrowers want a quick turnaround on their loan applications, and lenders want quick decisions that satisfy borrowers and hold up under scrutiny. With defi loan origination systems lenders can increase revenue and productivity through automation, configuration, and integrations and incorporate data and services that meet unique needs. For more information on auto lending fraud, contact our team today and learn how our cloud-based loan origination products can transform your business.

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