AbstractZagreb indices are among the most studied molecular structure descriptors. In this paper, we present upper bounds on the first Zagreb index, second Zagreb index, second multiplicative Zagreb index, multiplicative sum Zagreb index and a lower bound on the first multiplicative Zagreb index for simple connected molecular (n, m)‐graphs, which are the simple connected graphs of order n, size m, and maximum degree at most 4.