Index: src/wp-admin/privacy.php
===================================================================
--- src/wp-admin/privacy.php	(revision 43374)
+++ src/wp-admin/privacy.php	(working copy)
@@ -13,6 +13,27 @@
 	wp_die( __( 'Sorry, you are not allowed to manage privacy on this site.' ) );
 }
 
+/**
+ * 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+ * so that unpublished content is obvious.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 ) {
+		/* translators: %s: Page Title */
+		$title = sprintf( __( '%s (Draft)' ), $title );
+	}
+
+	return $title;
+}
+
 $action = isset( $_POST['action'] ) ? $_POST['action'] : '';
 
 if ( ! empty( $action ) ) {
@@ -211,6 +232,7 @@
 						</label>
 						<input type="hidden" name="action" value="set-privacy-page" />
 						<?php
+						add_filter( 'list_pages', '_wp_privacy_settings_filter_draft_page_titles', 10, 2 );
 						wp_dropdown_pages(
 							array(
 								'name'              => 'page_for_privacy_policy',
@@ -220,6 +242,7 @@
 								'post_status'       => array( 'draft', 'publish' ),
 							)
 						);
+						remove_filter( 'list_pages', '_wp_privacy_settings_filter_draft_page_titles', 10, 2 );
 
 						wp_nonce_field( 'set-privacy-page' );