Matrix similarity is a relationship between two matrices where one can be transformed into the other via a similarity transformation, involving an invertible matrix. This concept is crucial as it preserves essential properties like eigenvalues, determinant, and trace, indicating that similar matrices represent the same linear transformation under different bases.