Choose the correct option. There is ... olive oil. We need to go to the shop to buy some.

The correct option is: a lot of. Explanation: The sentence 'There is a lot of olive oil. We need to go to the shop to buy some' means there is not enough olive oil, so we need to buy more. The phrase 'a lot of' means a significant amount, which is suitable in this context.