Most "dependencies" in the makefiles I see which are like this are just other phony targets. In bash you can do this with functions, and if you're worried they'll get ran more than once you can write another 1 line function which only runs a function if it hasn't been ran yet during that execution of the script.

In fact, nothing is stopping people from using make for some things and leaving the bulk of everything else to a separate shell script.