Oil is a lot more plentiful than folks realize.
Accessing it isn't easy. But we'll soon discover that ALL worlds have huge oily deposits - regardless of whether or not they ever had life.
The business of keeping the value artificially high before such knowledge is commonplace becomes the secret to garnering wealth while one can from the stuff.
Just like water, you'll pay for the processing of it, not it's rarity.