What is a self-similar map?

There are several concepts of "self-similar spaces", which can be assigned properties like fractal dimensions or L²-invariants. However, the word "invariant" is hard to justify unless we can find suitable maps between these spaces to compare them. So what exactly should the "self-similar category" be? We'll explore several approaches and their successes and failures.