Field size for American football is definitely standardized: 100 yards between goal lines and 160 feet wide. Lots of Americans will have an intuitive sense for how long something like "three football fields" is.
But that intuitive size would in fact be wrong. The size we associate with an American football field is more commonly going to be the distance including the end zones.
