Geometric multiplicity of an eigenvalue is the number of linearly independent eigenvectors associated with it, representing the dimension of the corresponding eigenspace. It is always less than or equal to the algebraic multiplicity of the eigenvalue, and provides insight into the structure of a matrix or linear transformation.