diff --git a/src/wp-includes/comment.php b/src/wp-includes/comment.php
index 41a1dc3f9f..4c78eb9b6a 100644
--- a/src/wp-includes/comment.php
+++ b/src/wp-includes/comment.php
@@ -3353,7 +3353,11 @@ function wp_comments_personal_data_exporter( $email_address, $page = 1 ) {
 
 				case 'comment_link':
 					$value = get_comment_link( $comment->comment_ID );
-					$value = '<a href="' . $value . '" target="_blank" rel="noreferrer noopener">' . $value . '</a>';
+					$value = sprintf(
+						'<a href="%s" target="_blank" rel="noreferrer noopener">%s</a>',
+						esc_url( $value ),
+						esc_html( $value )
+					);
 					break;
 			}