So, you probably noticed there's no real "alchemist" in this play. Subtle tries to perpetrate like he can change base metals into gold but we all know he can't…which is why his scams eventually blow up in his face.
Even so, the concept of alchemy's pretty much at the heart of this play. That's why we devote an entire section to it in "Symbols"—give it a look-see.