You see satellites when they have light to reflect. If there's no moon or sun light to reflect in your direction, there's nothing to see. Most of what you see for a reflection is off large flat surfaces like solar panels. If the sun is far enough south you may not get the right angle to see anything at the times you're trying to view. Add to this the fact that most satellites will try to keep their solar panels flat to the sun and you compound the effect.