Why is the force of gravity not exactly the same everywhere on Earth's surface?

Because the force of gravity is stronger as it nears the center of the Earth and because the Earth is not completely flat, gravity is bound to change depending on your location. Ex:. Gravity is going to be less stronger on the peak of Mt. Everest than at the bottom.