Taking theme backup
This step is optional but highly recommended. Duplicate the theme on which you want to setup the CSP app and keep it as a backup because in case some issue happens, you can go back and publish the theme backup quickly.
CSP App Setup for Product Page
Go to Themes from dashboard >> Actions >> Edit Code
Open ‘Theme.liquid’ from layout and add the following code to the bottom of the file just above the