ReviewTag is an automated tagging system that utilizes deep learning models and NLP techniques to categorize negative Amazon reviews into product and seller issues, along with subtopic tagging. The system employs BERT, DistilBERT, CNN, LSTM, and RNN models to achieve high precision, recall, and F1-scores, enabling Amazon sellers to make data-driven decisions for improving their product ratings.