Does gravity weaken by the square of the distance because the energy is dispersed over the square of the distance

Question

The area of a circle is $\pi r^2$ if you increase $r$ the area will increase by the square so if this area was of energy and you increase the area it is dispersed you would expect its energy to weaken by the square. Is this the intuition behind gravity weakening be the square of the distance?