diff --git a/plugins/woocommerce-admin/client/analytics/report/customers/table.js b/plugins/woocommerce-admin/client/analytics/report/customers/table.js
index 497cdb53631..3d58782d0cd 100644
--- a/plugins/woocommerce-admin/client/analytics/report/customers/table.js
+++ b/plugins/woocommerce-admin/client/analytics/report/customers/table.js
@@ -25,6 +25,7 @@ export default class CustomersReportTable extends Component {
 
 		this.getHeadersContent = this.getHeadersContent.bind( this );
 		this.getRowsContent = this.getRowsContent.bind( this );
+		this.getSummary = this.getSummary.bind( this );
 	}
 
 	getHeadersContent() {
@@ -187,6 +188,30 @@ export default class CustomersReportTable extends Component {
 		} );
 	}
 
+	getSummary( totals ) {
+		if ( ! totals ) {
+			return [];
+		}
+		return [
+			{
+				label: __( 'customers', 'wc-admin' ),
+				value: numberFormat( totals.customers_count ),
+			},
+			{
+				label: __( 'average orders', 'wc-admin' ),
+				value: numberFormat( totals.avg_orders_count ),
+			},
+			{
+				label: __( 'average lifetime spend', 'wc-admin' ),
+				value: formatCurrency( totals.avg_total_spend ),
+			},
+			{
+				label: __( 'average order value', 'wc-admin' ),
+				value: formatCurrency( totals.avg_avg_order_value ),
+			},
+		];
+	}
+
 	render() {
 		const { query } = this.props;
 
@@ -195,6 +220,7 @@ export default class CustomersReportTable extends Component {
 				endpoint="customers"
 				getHeadersContent={ this.getHeadersContent }
 				getRowsContent={ this.getRowsContent }
+				getSummary={ this.getSummary }
 				itemIdField="id"
 				query={ query }
 				labels={ { placeholder: __( 'Search by customer name', 'wc-admin' ) } }
diff --git a/plugins/woocommerce-admin/client/wc-api/reports/stats/operations.js b/plugins/woocommerce-admin/client/wc-api/reports/stats/operations.js
index 5d0d8876be3..97193986cd9 100644
--- a/plugins/woocommerce-admin/client/wc-api/reports/stats/operations.js
+++ b/plugins/woocommerce-admin/client/wc-api/reports/stats/operations.js
@@ -16,7 +16,15 @@ import { getResourceIdentifier, getResourcePrefix } from '../../utils';
 import { NAMESPACE } from '../../constants';
 import { SWAGGERNAMESPACE } from 'store/constants';
 
-const statEndpoints = [ 'coupons', 'downloads', 'orders', 'products', 'revenue', 'taxes' ];
+const statEndpoints = [
+	'coupons',
+	'downloads',
+	'orders',
+	'products',
+	'revenue',
+	'taxes',
+	'customers',
+];
 // TODO: Remove once swagger endpoints are phased out.
 const swaggerEndpoints = [ 'categories' ];
 
@@ -28,6 +36,7 @@ const typeEndpointMap = {
 	'report-stats-query-downloads': 'downloads',
 	'report-stats-query-coupons': 'coupons',
 	'report-stats-query-taxes': 'taxes',
+	'report-stats-query-customers': 'customers',
 };
 
 function read( resourceNames, fetch = apiFetch ) {
diff --git a/plugins/woocommerce-admin/includes/api/class-wc-admin-rest-reports-customers-stats-controller.php b/plugins/woocommerce-admin/includes/api/class-wc-admin-rest-reports-customers-stats-controller.php
index bd28daa23f8..af24ea6119d 100644
--- a/plugins/woocommerce-admin/includes/api/class-wc-admin-rest-reports-customers-stats-controller.php
+++ b/plugins/woocommerce-admin/includes/api/class-wc-admin-rest-reports-customers-stats-controller.php
@@ -75,7 +75,8 @@ class WC_Admin_REST_Reports_Customers_Stats_Controller extends WC_REST_Reports_C
 		$report_data     = $customers_query->get_data();
 		$out_data        = array(
 			'totals'    => $report_data,
-			'intervals' => array(), // TODO: is this needed?
+			// TODO: is this needed? the single element array tricks the isReportDataEmpty() selector.
+			'intervals' => array( (object) array() ),
 		);
 
 		return rest_ensure_response( $out_data );