Fraud in automobiles cases often emerges through patterns of exaggerated or entirely fabricated injuries, staged accidents, and collusion between claimants and medical providers. In PIP claims, where benefits are paid quickly and without regard to fault, fraudsters may exploit the system by submitting inflated medical bills, billing for services not rendered, or orchestrating treatment through clinics that are complicit in the scheme.

In Bodily Injury claims, fraud can appear when claimants exaggerate the extent of their injuries, continue unnecessary treatment to inflate damages, or seek pain and suffering compensation based on false or misleading information. Staged accidents are a common method of perpetrating fraud in both PIP and BI claims, often involving multiple participants who coordinate their accounts to appear legitimate. These schemes may also include the use of fake witnesses, falsified accident reports, and attorneys or providers who facilitate the fraud for a share of the settlement or judgment.

These schemes are often uncovered through surveillance, data analytics, examinations under oath in underlying PIP cases and cooperation with law enforcement and fraud investigators.