SuggestArr connects to media servers like Jellyfin, Plex, and Emby to retrieve recently watched content, then uses TMDb for similarity matching and optional LLM integration for hyper-personalized recommendations. The system can generate AI reasoning for suggestions and supports natural language queries to find matching titles. It automates sending content requests to Seer applications to keep media libraries stocked without manual intervention.