Disable Local Pickup based on customer location

Shopify Partner
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I have a client who offers a subscription product that can be picked up both locally or shipped. There was an incident where a customer got confused and selected local pickup, but was unable to actually come to pick up the product due to distance. I would like to prevent this from happening in the future by disabling local pickup based on customer location. What is the best way to do this? 

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