Stealing Wheels and Identities: The Most Common Fraud Schemes Targeting Auto Dealerships

by Kelly Lawson 3 min read February 2, 2024

Overhead shot of car dealership

Auto dealerships may sell dreams of open roads and freedom, but unfortunately, they also attract a different kind of customer: the identity thief. With high-value transactions and access to sensitive personal information, auto dealerships are prime targets for various fraudulent schemes. So, buckle up as we explore the most common types of identity fraud impacting dealerships and how to keep your wheels safe.

Four common fraud schemes dealers need to be aware of

1. Third-Party Identity Fraud (Stolen Identities): Hijacking the Identity Highway
This method doesn’t involve creating new identities; it steals existing ones. Thieves steal personal information, often through data breaches or phishing scams, and use it to apply for auto loans under the victim’s name. The dealership unwittingly approves the loan, leaving the real person saddled with the debt and a ruined credit score.

2. Synthetic Identity (Fabricated Credentials): Frankenstein Fraud on the Fast Lane
Think of synthetic identity fraud as identity theft with a twist. Criminals combine real and fake information, like stolen Social Security numbers and fabricated addresses, to create entirely new personas. These fabricated identities then build clean credit histories, allowing them to qualify for high-value loans like car financing. By the time the dealership realizes the fraud, the car, and the fake persona have vanished.

3. First Party: No Way Will I Pay
This method doesn’t involve creating new identities; rather it is when a person knowingly misrepresents their identity or gives false information for financial or material gain. Fraudsters often have no plans to pay for their vehicle.

4. Document Fraud: Paper Trails of Deception
Fraudsters can also manufacture fake or altered documents like driver’s licenses, proof of income and employment verification. These forged documents create a veneer of legitimacy, allowing them to bypass dealership verification checks and secure loans based on fabricated information.

Four ways dealerships can keep their brakes on fraud

1. Robust verification: Implementing multi-factor authentication, cross-referencing information with reliable sources, and verifying documents with advanced technology can significantly reduce the risk of deception. Fraud Protect™ from Experian Automotive leverages license scanning and selfie capture to verify identity. Dealers can find the true person and verify the activity through device, behavior, and step-up services.

2. Employee vigilance: Training staff to identify suspicious behavior and report potential fraud attempts can create a strong internal defense system. Fraud Protect fits within your current systems and processes. The software integrates with your CRM and does not require heavy software training or any additional hardware simplifying employee usage.

3. Secure data: Investing in data security measures like encryption and access controls can significantly deter hackers and minimize the damage from data breaches. Fraud Protect leverages Experian’s world-class data to handle the customer relationship carefully and detect errors and discrepancies.

4. Partnerships: Collaborating with credit bureaus, law enforcement agencies and fraud prevention systems can provide valuable insights and resources for fighting fraud. Experian is the world’s leading information services company. Fraud Protect from Experian Automotive offers a unique partnership for dealers through seamless CRM integration. This simple process makes multiple levels of risk identification quick and efficient for busy buyers.

By acknowledging the various forms of identity fraud and implementing proactive measures, dealerships can protect themselves and their consumers from the impact of identity fraud.

Fraud Protect empowers dealers with our leading fraud, identity and verification capabilities, integrated within your unique workflows. Whether on your website, leveraged before test drives, initiating out-of-state & and remote closings, or before contracting, Fraud Protect quickly uncovers potential fraud. The entire process is a quick and painless way to address risk while establishing customer trust.

Take the first step in protecting profits and preventing fraud by visiting our auto fraud prevention solutions webpage.

Related Posts

Why Innovation Matters for Members First Credit Union

Learn how Members First Credit Union uses innovation and data-driven insights to better serve members and expand financial opportunity.

July 24, 2026 by Scarlet Nickel
Ask the Expert: Unlocking the ROI of alternative data with Natasha Madan and Julius Heim

A visibility gap lenders can't afford to ignore Alternative data is often associated with thin-file or credit invisible consumers. But its value extends far beyond those segments. Experian's Clarity Services database includes approximately one in five credit-active consumers, including one in four consumers with prime-and-above credit profiles. That means lenders may be missing important signals, not only for emerging borrowers, but also for applicants who appear well qualified using traditional bureau data alone. Consider two consumers with the same credit score. Based on traditional credit data, they may appear equally creditworthy. But when Clarity data is added, one consumer may demonstrate stable repayment behavior while another shows recent defaults on alternative finance products. The credit score hasn't changed, but the decisioning context has. That's where alternative data creates value: helping lenders distinguish between consumers who look similar on paper but represent very different levels of risk and opportunity. In this Ask the Expert session, Experian’s Julius Heim, Vice President of Analytics Product Build, Innovation and Scores, and Natasha Madan, Senior Director, Analytics Consulting, explain how different alternative data assets solve different business challenges and why the greatest return comes from using them together throughout the credit lifecycle. What that visibility gap is really costing lenders Better visibility matters because every lending decision carries consequences. Without alternative data, lenders may approve applicants whose repayment behavior suggests elevated risk but isn't reflected in a traditional credit file. Without cash flow insights, they may decline consumers who appear thin file on bureau data despite demonstrating strong income and responsible financial management. The result is a two-sided cost: avoidable bad debt on one side and missed growth opportunities on the other. But ROI extends beyond approvals alone. It also appears through stronger marketing strategies, improved conversion, reduced friction and more precise risk segmentation throughout the lending lifecycle. "ROI can mean many things ... marketing to the right people, achieving better approval rates, reducing risk, getting less friction and overall profitability."Julius Heim, Vice President of Analytics Product Build, Innovation and Scores Where alternative data creates ROI Improve approval strategies Use additional consumer signals to recover creditworthy applicants while avoiding unnecessary declines. Reduce portfolio risk Identify elevated repayment risk earlier through enhanced visibility beyond traditional bureau data. Improve portfolio performance Increase conversion, reduce friction and strengthen profitability across the credit lifecycle. Different data. Different jobs. Not all alternative data solves the same problem. Clarity Services can help lenders strengthen decisions early in the customer journey. It provides additional visibility during prospecting and acquisition, helping identify potential risk before an application moves through the underwriting process. Cash flow insights can provide value in a different way. When traditional credit information offers part of the picture, consumer-permissioned cash flow data can provide greater insight into income, spending patterns and financial capacity. That makes it especially valuable as a second look during underwriting. Together, these complementary data assets help lenders improve decisioning throughout the credit lifecycle. They can support acquisition, underwriting, account management and collections while building on the trusted foundation of traditional bureau data. Research also continues to demonstrate measurable lift when cash flow insights are combined with traditional credit information. "I recently did a study with a client where we actually saw a 20% lift in KS [Kolmogorov-Smirnov] above and beyond credit bureau data. Again, the bureau data itself was very predictive. But even from the cash flow data, we still got a 20% lift, which is an amazing stat." Julius Heim, Vice President of Analytics Product Build, Innovation and Scores The greatest value comes from using these data sources together for a more holistic consumer view. Start with proof, then build Adopting alternative data doesn't have to begin with a large transformation. A practical first step is a data study. By comparing current decision strategies with enhanced data, lenders can identify where additional visibility creates measurable lift within their own portfolios. This approach allows institutions to validate results before making broader operational changes. Every lender has different workflows, technology environments and business priorities. A flexible implementation strategy helps organizations incorporate new data in ways that support existing processes rather than disrupting them. Three ways to get started Run a data study Benchmark current decision strategies and quantify potential lift. Start simple Begin with targeted data attributes or proven scores before expanding to more advanced use cases. Build with confidence Scale implementation based on measured business outcomes and organizational priorities. This approach allows lenders to validate results, build confidence and expand their strategy over time. Explore alternative data with a trusted partner Every lending decision benefits from better consumer insight. Experian helps lenders combine trusted credit data with alternative data, cash flow insights and advanced analytics to strengthen decisioning, improve portfolio performance and uncover new opportunities for growth. Whether you're evaluating alternative data for the first time or expanding an existing strategy, Experian can help you identify where additional consumer insight can create measurable business value. Learn more Contact us About our experts Julius Heim Vice President of Analytics Product Build, Innovation and Scores, Experian Julius Heim works at the intersection of financial services, analytics and innovation. He focuses on leveraging data to drive smarter decision-making and support more inclusive financial ecosystems. Julius brings a practical perspective on how organizations can translate insights into real-world impact, with particular interest in emerging trends across fintech, credit, and the use of alternative data, such as cash-flow data, across the credit lifecycle. Previously, he served as Head of Analytics on the lender side and held roles in insurance analytics earlier in his career. Natasha Madan Senior Director, Analytics Consulting, Experian Natasha Madan partners with lenders to drive smarter, data-driven credit and risk decisions. She specializes in leveraging alternative data and advanced analytics to help organizations improve portfolio performance, optimize customer acquisition, and expand responsible access to credit. During her 15 years at Experian, Natasha has held leadership roles spanning data analytics, product analytics and consulting, giving her a broad perspective of how data can be leverage to solve complex business challenges. She has worked with a diverse range of lenders – including banks, credit unions, fintechs and specialty finance companies to develop analytics strategies that optimize customer acquisition, underwriting and portfolio management. Natasha is passionate about helping organizations unlock the full potential of data to improve both business outcomes and consumer financial inclusion.

July 24, 2026 by Julie.JLee@experian.com
Advancing Homeownership Through Partnership 

Learn how HomeFree-USA and Experian partner to expand financial education, strengthen communities and help consumers achieve homeownership.

July 22, 2026 by Scarlet Nickel

Subscribe to our Auto blog

Enter your name and email for the latest updates.

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.