I'll add my two cents.... I hate finding a cache at a location that I would never visit otherwise. Examples of these would be cache in some forsaken alley, behind a retail store, on the side of any old regular street.
Come on people! Show me the beautiful parts of your neighborhood! Introduce me to a place that I'd want to visit again while not caching!
Location, location, location!