Fifth forces arising from hidden sector scalar operator exchange, as probed in a variety of present and planned experiments, can be captured by general dispersion relation involving one real, positive, spectral density function. Previously considered fifth forces, tree-level to more exotic loop-level possibilities, are derived this formalism, without explicitly performing conventional loop calc...