diff --git a/plugins/woocommerce-admin/client/analytics/report/categories/index.js b/plugins/woocommerce-admin/client/analytics/report/categories/index.js
index 907039ecc6d..8921a31c373 100644
--- a/plugins/woocommerce-admin/client/analytics/report/categories/index.js
+++ b/plugins/woocommerce-admin/client/analytics/report/categories/index.js
@@ -14,6 +14,7 @@ import { ReportFilters } from '@woocommerce/components';
  * Internal dependencies
  */
 import { charts, filters } from './config';
+import CategoriesReportTable from './table';
 import getSelectedChart from 'lib/get-selected-chart';
 import ReportChart from 'analytics/components/report-chart';
 import ReportSummary from 'analytics/components/report-summary';
@@ -38,6 +39,7 @@ export default class CategoriesReport extends Component {
 					query={ query }
 					selectedChart={ getSelectedChart( query.chart, charts ) }
 				/>
+				<CategoriesReportTable query={ query } />
 			</Fragment>
 		);
 	}
diff --git a/plugins/woocommerce-admin/client/analytics/report/categories/table.js b/plugins/woocommerce-admin/client/analytics/report/categories/table.js
new file mode 100644
index 00000000000..91421dd69f3
--- /dev/null
+++ b/plugins/woocommerce-admin/client/analytics/report/categories/table.js
@@ -0,0 +1,141 @@
+/** @format */
+/**
+ * External dependencies
+ */
+import { __, _n } from '@wordpress/i18n';
+import { Component } from '@wordpress/element';
+import { map } from 'lodash';
+
+/**
+ * WooCommerce dependencies
+ */
+import { Link } from '@woocommerce/components';
+import { formatCurrency, getCurrencyFormatDecimal } from '@woocommerce/currency';
+
+/**
+ * Internal dependencies
+ */
+import ReportTable from 'analytics/components/report-table';
+import { numberFormat } from 'lib/number';
+
+export default class CategoriesReportTable extends Component {
+	getHeadersContent() {
+		return [
+			{
+				label: __( 'Category', 'wc-admin' ),
+				key: 'category',
+				required: true,
+				isLeftAligned: true,
+				isSortable: true,
+			},
+			{
+				label: __( 'Items sold', 'wc-admin' ),
+				key: 'items_sold',
+				required: true,
+				defaultSort: true,
+				isSortable: true,
+				isNumeric: true,
+			},
+			{
+				label: __( 'G. Revenue', 'wc-admin' ),
+				key: 'gross_revenue',
+				isSortable: true,
+				isNumeric: true,
+			},
+			{
+				label: __( 'Products', 'wc-admin' ),
+				key: 'products_count',
+				isSortable: true,
+				isNumeric: true,
+			},
+			{
+				label: __( 'Orders', 'wc-admin' ),
+				key: 'orders_count',
+				isSortable: true,
+				isNumeric: true,
+			},
+		];
+	}
+
+	getRowsContent( categories ) {
+		return map( categories, category => {
+			const { category_id, items_sold, gross_revenue, products_count, orders_count } = category;
+
+			// @TODO it should link to the Products report filtered by category
+			const productsLink = (
+				<Link
+					href={ '/analytics/orders?filter=advanced&code_includes=' + category_id }
+					type="wc-admin"
+				>
+					{ numberFormat( products_count ) }
+				</Link>
+			);
+
+			return [
+				// @TODO it should be the category name, not the category ID
+				{
+					display: category_id,
+					value: category_id,
+				},
+				{
+					display: numberFormat( items_sold ),
+					value: items_sold,
+				},
+				{
+					display: formatCurrency( gross_revenue ),
+					value: getCurrencyFormatDecimal( gross_revenue ),
+				},
+				{
+					display: productsLink,
+					value: products_count,
+				},
+				{
+					display: numberFormat( orders_count ),
+					value: orders_count,
+				},
+			];
+		} );
+	}
+
+	getSummary( totals ) {
+		if ( ! totals ) {
+			return [];
+		}
+		return [
+			{
+				label: _n( 'category', 'categories', totals.categories_count, 'wc-admin' ),
+				value: numberFormat( totals.categories_count ),
+			},
+			{
+				label: _n( 'item sold', 'items sold', totals.items_sold, 'wc-admin' ),
+				value: numberFormat( totals.items_sold ),
+			},
+			{
+				label: __( 'gross revenue', 'wc-admin' ),
+				value: formatCurrency( totals.gross_revenue ),
+			},
+			{
+				label: _n( 'orders', 'orders', totals.orders_count, 'wc-admin' ),
+				value: numberFormat( totals.orders_count ),
+			},
+		];
+	}
+
+	render() {
+		const { query } = this.props;
+
+		return (
+			<ReportTable
+				compareBy="product_cats"
+				endpoint="categories"
+				getHeadersContent={ this.getHeadersContent }
+				getRowsContent={ this.getRowsContent }
+				getSummary={ this.getSummary }
+				itemIdField="category_id"
+				query={ query }
+				totalsCountField="categories_count"
+				title={ __( 'Categories', 'wc-admin' ) }
+			/>
+		);
+	}
+}