Alchemy was the medieval philosophy that had the aim of turning base metals, such as lead and copper, into gold.
It doesn’t matter the time period, there’ll always be someone willing to sell their blend of alchemy.
The physics don’t change though. Gold will always be rare, and require hard work and a bit of luck to find it.