Would you mind sharing the general region where you are? Based on your criticisms it sounds like the US, but my experience is quite different. I have only lived on the West coast though, and we're quite spoiled with amazing natural beauty around every corner here. I had a great time road tripping around small towns in the northeast around Vermont and Maine though.
The Midwest in particular is extremely homogeneous and flat, mostly plains and farmland for hundreds of miles. The West cost has more in 15 miles than the Midwest has in 100, on average. There are pockets here and there, but not enough to warrant the several hour drive it will take to get there.
Honestly, most of the US is like this. It's huge and very, very sparse.