German police warn of AI-assisted wave of fake car sale listings targeting buyers and dealers
Police in Pforzheim warn that criminals using AI-generated fake websites and forged legal documents are defrauding both private buyers and professional car dealers of thousands of euros through non-existent vehicle listings.
How the scam operates
Criminals post listings for vehicles at attractive prices, often advertising accident-damaged cars as bargains or claiming the vehicles come from insolvency estates. The Pforzheim police warned on Instagram that cases are accumulating, with fraudsters demanding advance payments before a car can be inspected or handed over. A police spokesman explained that in some cases, victims are told the vehicle will be delivered by a transport vehicle, after which a deposit is requested. Victims then pay deposits amounting to several thousand euros, but neither the vehicle nor the supposed sellers exist.
The schemes have grown more elaborate. Stefan Obert of the Bundesverband freier Kfz-Händler reported that criminals now frequently offer cars from alleged insolvency proceedings, abusing the names of real law firms and presenting forged court orders. Fake catalogs purportedly from a large southern German auto trading group, offering special deals, are also in circulation, according to the Verband des Kraftfahrzeuggewerbes Baden-Württemberg.
AI makes fraud harder to detect
The perpetrators are increasingly using artificial intelligence to create professional-looking fake websites and dealer profiles complete with logos, legal notices, and contact information. The Baden-Württemberg trade association reports that the fake identities are carefully constructed and the listings appear highly authentic. Obert noted that in business-to-business transactions, buying vehicles sight unseen is common practice, with catalogs of 30 or 40 pages not unusual. The prices are favorable, he said, but not so low that everyone becomes suspicious.
Police said the perpetrators are frequently based abroad. A few years ago, translation errors in listings and email correspondence made the scams easier to identify. Today, however, AI translation programs have eliminated those telltale signs, making the fraud increasingly difficult to recognize.
Rising trend without concrete figures
The police have no specific case numbers, as fraud offences cannot easily be filtered from broader crime statistics. However, the trend is clear to industry observers. Carsten Beuß, managing director of the Verband des Kraftfahrzeuggewerbes Baden-Württemberg, told dpa that fraud cases in the auto trade are noticeably increasing.
A fraud wave that is gaining speed with new tricks and gaining in professionalism.
Beuß said the association must assume a clearly rising trend, especially over the last two to three years. The consequences range from financial losses to considerable reputational damage. At the Autoclub ACE, the majority of member inquiries now relate to fraudulent listings.
The Bundesverband freier Kfz-Händler experienced its peak in reports in 2024, when it issued over 20 warnings. Obert said many companies have since become more alert.
Industry response
Autoscout24, mobile.de, Kleinanzeigen, and the Autoclub ADAC have joined forces with police to form the "Initiative Sicherer Autokauf im Internet" (Initiative for Safe Car Purchasing on the Internet). The initiative aims to educate consumers and provide practical tips. Auto clubs, online platforms, and police have compiled a list of recommendations for buyers, including verifying seller identities, avoiding advance payments before vehicle inspection, and being cautious when offers appear too good to be true.
