It sounds like
Alumiprep is what you're asking about.
It will etch the aluminum, but you should still scrub them down with a scotchbrite pad. Then of course you have to treat the part with alodine.
BTW, the Alodine Pen can be accelerated by applying some heat from a heat gun on low settings, hair dryer, or space heater. It's perfectly acceptable to force-dry it with hot air.
Phil