diff --git a/src/wp-admin/includes/admin-filters.php b/src/wp-admin/includes/admin-filters.php
index 79e30c0eda..bfc9f51cfc 100644
--- a/src/wp-admin/includes/admin-filters.php
+++ b/src/wp-admin/includes/admin-filters.php
@@ -149,3 +149,6 @@ add_action( 'admin_init', array( 'WP_Privacy_Policy_Content', 'add_suggested_con
 
 // Update the cached policy info when the policy page is updated.
 add_action( 'post_updated', array( 'WP_Privacy_Policy_Content', '_policy_page_updated' ) );
+
+// Append '(Draft)' to draft page titles in the privacy page dropdown.
+add_filter( 'list_pages', '_wp_privacy_settings_filter_draft_page_titles', 10, 2 );
diff --git a/src/wp-admin/includes/misc.php b/src/wp-admin/includes/misc.php
index 00397dd564..013d0062c1 100644
--- a/src/wp-admin/includes/misc.php
+++ b/src/wp-admin/includes/misc.php
@@ -1271,6 +1271,27 @@ All at ###SITENAME###
 	}
 }
 
+/**
+ * Appends '(Draft)' to draft page titles in the privacy page dropdown
+ * so that unpublished content is obvious.
+ *
+ * @since 4.9.7
+ * @access private
+ *
+ * @param string  $title Page title.
+ * @param WP_Post $page  Page data object.
+ *
+ * @return string Page title.
+ */
+function _wp_privacy_settings_filter_draft_page_titles( $title, $page ) {
+	if ( 'draft' === $page->post_status && 'privacy' === get_current_screen()->id ) {
+		/* translators: %s: Page Title */
+		$title = sprintf( __( '%s (Draft)' ), $title );
+	}
+
+	return $title;
+}
+
 /**
  * WP_Privacy_Policy_Content class.
  * TODO: move this to a new file.