diff --git a/plugins/woocommerce-admin/client/header/activity-panel/index.js b/plugins/woocommerce-admin/client/header/activity-panel/index.js
index 4f74d60987c..40e58aa61e4 100644
--- a/plugins/woocommerce-admin/client/header/activity-panel/index.js
+++ b/plugins/woocommerce-admin/client/header/activity-panel/index.js
@@ -10,6 +10,7 @@ import { compose } from '@wordpress/compose';
 import { partial, uniqueId, find } from 'lodash';
 import PagesIcon from 'gridicons/dist/pages';
 import CrossIcon from 'gridicons/dist/cross-small';
+import { Icon, lifesaver } from '@wordpress/icons';
 
 /**
  * WooCommerce dependencies
@@ -184,7 +185,7 @@ export class ActivityPanel extends Component {
 			isPerformingSetupTask && {
 				name: 'help',
 				title: __( 'Help', 'woocommerce-admin' ),
-				icon: <i className="material-icons-outlined">support</i>,
+				icon: <Icon icon={ lifesaver } />,
 			},
 		].filter( Boolean );
 	}