For this article, I scraped 500,000 messages from popular Telegram channels. Using machine learning, I identified those containing drug advertisements. The analysis revealed that the most common delivery method was Poland’s largest private postal company. I also identified the most popular drugs and demonstrated the scale of drug trafficking on Telegram in Poland.