I’ve solved it – found something you answered in the GP Forums which has worked. I took the following advice to add the PHP code in the After Content section in GP Hooks
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To make sure it only shows up on single posts, wrap it in this conditional:
<?php if ( is_single() ) : ?>
[SHORTCODE HERE]
<?php endif; ?>
Then make sure Execute PHP is checked.