non locals choosing local pickup

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Is there any way to restrict the local pickup option to only be eligible for certain zip codes? We are having non-locals choosing this for online orders because it says "free". Quite a hassle to track down these customers and tell them we now need to refund them or charge them shipping. Has anyone found a solution to this? thank you. We have many locals who do love this option.