"Not Eligible" Error when trying to connect new Facebook shop app to Shopify

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When I try to select the specific page I want to connect to Shopify, it has a message below it that the page is "not eligible." I know it is eligible because it has successfully been connected in the past with the old Facebook and Instagram apps. It says the user needs to be in an admin role, which I already am. How do I fix this?