The maximum places search size is about 66 miles out, to keep the speed of the response reasonable. This means that if you zoom your map far out and select a places category, the pins you will see will all be within about a 66 mile distance from the center of the map and will be clustered toward the center of the map.
Expanding the map doesn't include more locations
Learn the maximum search distance