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Hi @Robin Ganderton,
There are multiple reasons for this. As simo-k said, the permission setting will cause the result. If you have the permission to the site, your SharePoint connection in the flow might not refreshed. You can click on "Enter custom value" option and enter your site URL. It will take it. The connection will also refresh sites associated with this connection.
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