We consider the task of estimating expectation value an $n$-qubit tensor product observable $O_1\otimes O_2\otimes \cdots \otimes O_n$ in output state a shallow quantum circuit. This is cornerstone variational algorithms for optimization, machine learning, and simulation many-body systems. Here we study its computational complexity constant-depth circuits three types single-qubit observables $O...