There's another factor as well: for older houses, most building codes require that the roof be reinforced in order to hold the weight of a solar array on top of

There's another factor as well: for older houses, most building codes require that the roof be reinforced in order to hold the weight of a solar array on top of the shingles. But if the shingles themselves are solar panels, this issue goes away.