Welcome to the modern world!
If you're travelling on what would normally be considered a business routing you might try flying on the weekend. No guarantee, but you can try. This varies by route.
The airlines have done a great job of maximizing loads. The down side is what you've seen. The up side is that it helps to keep ticket prices down.