TruthFinder is often labeled a scam due to its subscription model and reports of misleading information. Users have raised concerns about hidden fees and the accuracy of the reports provided. It's essential to research thoroughly and read reviews before using such services to avoid potential pitfalls and ensure you get reliable information.