Always have a congested nose, unless I take a medicine like Goodsense Nose Spray containing Oxymetazoline?

You may have a sinus problem like Sinusitis or allergies causing your chronic nasal congestion or a deviated septum. You might want to give sudafed a try to see if it helps with the congestion.