The world of cryptocurrency trading can be challenging, and many newcomers seek recommendations to enhance their gains . Telegram channels have emerged a common resource for this purpose, offering potential investment alerts and market analysis. However, filtering the trustworthy signals from the misleading information requires thorough examination