Follow next steps to setup a contact page.

Step 1  Go to admin Dashboard -> Pages -> Add New

Step 2 – Set page name & select from Page Attributes -> Template -> Contact Page

Notice: you don’t need to add any content in Visual Editor.

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Step 3 – Go to Dashboard -> Appearance -> Customize -> Contact & add contact details.

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Voila you have set up your contact page.