"Freshmans dream" for differentiation of products, for which family of functions is it true?

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We know from calculus the product rule for differentiation $$(f(x)g(x))' = f'(x)g(x) + f(x)g'(x)$$

A beginner who has not yet learned this may try doing something like this:

$$(f(x)g(x))' = f'(x)g'(x)$$

Now to my question, can we determine for which class of functions this will "accidentally" work? In other words what can we demand of $f,g$ for this to hold?