Troubleshoot a damp bathroom smell

A bathroom has a persistent damp smell even after cleaning. I want to identify likely causes such as ventilation, drains, leaks, grout, towels, or hidden moisture before calling a professional. A helpful answer would give a safe step-by-step troubleshooting checklist and explain when expert help is needed.