diff --git a/plugins/woocommerce-admin/packages/components/CHANGELOG.md b/plugins/woocommerce-admin/packages/components/CHANGELOG.md
index ee43dee16f1..accbd7f9e6e 100644
--- a/plugins/woocommerce-admin/packages/components/CHANGELOG.md
+++ b/plugins/woocommerce-admin/packages/components/CHANGELOG.md
@@ -1,6 +1,7 @@
 # Unreleased
 
 -   Revert Card component removal #7167.
+-   Add rowKey prop to Table and TableCard component. #7196
 
 # 7.0.0
 
diff --git a/plugins/woocommerce-admin/packages/components/src/table/README.md b/plugins/woocommerce-admin/packages/components/src/table/README.md
index d35a9220ba1..4d2735c2611 100644
--- a/plugins/woocommerce-admin/packages/components/src/table/README.md
+++ b/plugins/woocommerce-admin/packages/components/src/table/README.md
@@ -76,6 +76,7 @@ Name | Type | Default | Description
 `title` | String | `null` | (required) The title used in the card header, also used as the caption for the content in this table
 `totalRows` | Number | `null` | (required) The total number of rows (across all pages)
 `baseSearchQuery` | Object | `{}` | Pass in query parameters to be included in the path when onSearch creates a new url
+`rowKey` | Function(row, index): string | `null` | Function used for the row key.
 
 ### `labels` structure
 
@@ -213,6 +214,7 @@ const rows = [
 	caption="Revenue Last Week"
 	rows={ rows }
 	headers={ headers }
+	rowKey={ row => row.display }
 />
 ```
 
@@ -228,6 +230,7 @@ Name | Type | Default | Description
 `query` | Object | `{}` | The query string represented in object form
 `rows` | Array | `null` | (required) An array of arrays of display/value object pairs
 `rowHeader` | One of type: number, bool | `0` | Which column should be the row header, defaults to the first item (`0`) (but could be set to `1`, if the first col is checkboxes, for example). Set to false to disable row headers
+`rowKey` | Function(row, index): string | `null` | Function used to get the row key.
 
 ### `headers` structure
 
diff --git a/plugins/woocommerce-admin/packages/components/src/table/index.js b/plugins/woocommerce-admin/packages/components/src/table/index.js
index 100cf4954d1..27e08ea533f 100644
--- a/plugins/woocommerce-admin/packages/components/src/table/index.js
+++ b/plugins/woocommerce-admin/packages/components/src/table/index.js
@@ -152,6 +152,7 @@ class TableCard extends Component {
 			summary,
 			title,
 			totalRows,
+			rowKey,
 		} = this.props;
 		const { showCols } = this.state;
 		const allHeaders = this.props.headers;
@@ -238,6 +239,7 @@ class TableCard extends Component {
 							caption={ title }
 							query={ query }
 							onSort={ onSort || onQueryChange( 'sort' ) }
+							rowKey={ rowKey }
 						/>
 					) }
 				</CardBody>
@@ -350,6 +352,11 @@ TableCard.propTypes = {
 	 * The total number of rows (across all pages).
 	 */
 	totalRows: PropTypes.number.isRequired,
+	/**
+	 * The rowKey used for the key value on each row, this can be a string of the key or a function that returns the value.
+	 * This uses the index if not defined.
+	 */
+	rowKey: PropTypes.func,
 };
 
 TableCard.defaultProps = {
diff --git a/plugins/woocommerce-admin/packages/components/src/table/stories/table.js b/plugins/woocommerce-admin/packages/components/src/table/stories/table.js
index 74e81d56471..f7a624723a3 100644
--- a/plugins/woocommerce-admin/packages/components/src/table/stories/table.js
+++ b/plugins/woocommerce-admin/packages/components/src/table/stories/table.js
@@ -11,7 +11,12 @@ import { rows, headers } from './index';
 
 export const Basic = () => (
 	<Card size={ null }>
-		<Table caption="Revenue Last Week" rows={ rows } headers={ headers } />
+		<Table
+			caption="Revenue Last Week"
+			rows={ rows }
+			headers={ headers }
+			rowKey={ ( row ) => row[ 0 ].value }
+		/>
 	</Card>
 );
 
diff --git a/plugins/woocommerce-admin/packages/components/src/table/table.js b/plugins/woocommerce-admin/packages/components/src/table/table.js
index d5d14c488c5..e79a14f0438 100644
--- a/plugins/woocommerce-admin/packages/components/src/table/table.js
+++ b/plugins/woocommerce-admin/packages/components/src/table/table.js
@@ -60,6 +60,7 @@ class Table extends Component {
 		this.container = createRef();
 		this.sortBy = this.sortBy.bind( this );
 		this.updateTableShadow = this.updateTableShadow.bind( this );
+		this.getRowKey = this.getRowKey.bind( this );
 	}
 
 	componentDidMount() {
@@ -123,6 +124,13 @@ class Table extends Component {
 		}
 	}
 
+	getRowKey( row, index ) {
+		if ( this.props.rowKey && typeof this.props.rowKey === 'function' ) {
+			return this.props.rowKey( row, index );
+		}
+		return index;
+	}
+
 	render() {
 		const {
 			ariaHidden,
@@ -245,7 +253,7 @@ class Table extends Component {
 									<th
 										role="columnheader"
 										scope="col"
-										key={ i }
+										key={ header.key || i }
 										{ ...thProps }
 									>
 										{ isSortable ? (
@@ -286,7 +294,7 @@ class Table extends Component {
 						</tr>
 						{ hasData ? (
 							rows.map( ( row, i ) => (
-								<tr key={ i }>
+								<tr key={ this.getRowKey( row, i ) }>
 									{ row.map( ( cell, j ) => {
 										const {
 											cellClassName,
@@ -306,12 +314,17 @@ class Table extends Component {
 													headers[ j ].key,
 											}
 										);
+										const cellKey =
+											this.getRowKey(
+												row,
+												i
+											).toString() + j;
 										return (
 											<Cell
 												scope={
 													isHeader ? 'row' : null
 												}
-												key={ j }
+												key={ cellKey }
 												className={ cellClasses }
 											>
 												{ getDisplay( cell ) }
@@ -431,6 +444,11 @@ Table.propTypes = {
 	 * is checkboxes, for example). Set to false to disable row headers.
 	 */
 	rowHeader: PropTypes.oneOfType( [ PropTypes.number, PropTypes.bool ] ),
+	/**
+	 * The rowKey used for the key value on each row, a function that returns the key.
+	 * Defaults to index.
+	 */
+	rowKey: PropTypes.func,
 };
 
 Table.defaultProps = {
diff --git a/plugins/woocommerce-admin/packages/components/src/table/test/index.js b/plugins/woocommerce-admin/packages/components/src/table/test/index.js
index afaf2cbabe2..917843eb156 100644
--- a/plugins/woocommerce-admin/packages/components/src/table/test/index.js
+++ b/plugins/woocommerce-admin/packages/components/src/table/test/index.js
@@ -74,4 +74,24 @@ describe( 'TableCard', () => {
 		// We shouldn't get here if an error occurred.
 		expect( true ).toBe( true );
 	} );
+
+	it( 'should render rows correctly with custom rowKey prop', () => {
+		render(
+			<TableCard
+				title="Revenue"
+				headers={ mockHeaders }
+				isLoading={ false }
+				rows={ mockData }
+				rowsPerPage={ 1 }
+				totalRows={ 5 }
+				rowKey={ ( row ) => row[ 1 ].value }
+			/>
+		);
+
+		for ( const row of mockData ) {
+			expect(
+				screen.queryByText( row[ 0 ].display )
+			).toBeInTheDocument();
+		}
+	} );
 } );