Oil is black sticky stuff produced by Oil Wells and Rigs. It is refined into useful petrochemical products (Goods) at Oil Refineries to be delivered to your towns and cities.
Background
OpenTTD oil is actually crude oil in real life. You can find more on this by following the link given below.
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