diff --git a/plugins/woocommerce/includes/class-wc-privacy-exporters.php b/plugins/woocommerce/includes/class-wc-privacy-exporters.php
index 1f32e9acd64..bdfa7bbd55b 100644
--- a/plugins/woocommerce/includes/class-wc-privacy-exporters.php
+++ b/plugins/woocommerce/includes/class-wc-privacy-exporters.php
@@ -279,7 +279,7 @@ class WC_Privacy_Exporters {
 					break;
 				case 'formatted_billing_address':
 				case 'formatted_shipping_address':
-					$value = preg_replace( '#<br\s*/?>#i', ', ', $order->{"get_$prop"}() );
+					$value = wc_get_address_plain_text( $order->{"get_$prop"}() );
 					break;
 				default:
 					if ( is_callable( array( $order, 'get_' . $prop ) ) ) {
diff --git a/plugins/woocommerce/includes/wc-formatting-functions.php b/plugins/woocommerce/includes/wc-formatting-functions.php
index 2549d909bfb..7dc59c1db06 100644
--- a/plugins/woocommerce/includes/wc-formatting-functions.php
+++ b/plugins/woocommerce/includes/wc-formatting-functions.php
@@ -1574,3 +1574,23 @@ add_filter( 'woocommerce_admin_settings_sanitize_option_woocommerce_myaccount_ed
 add_filter( 'woocommerce_admin_settings_sanitize_option_woocommerce_myaccount_payment_methods_endpoint', 'wc_sanitize_endpoint_slug', 10, 1 );
 add_filter( 'woocommerce_admin_settings_sanitize_option_woocommerce_myaccount_lost_password_endpoint', 'wc_sanitize_endpoint_slug', 10, 1 );
 add_filter( 'woocommerce_admin_settings_sanitize_option_woocommerce_logout_endpoint', 'wc_sanitize_endpoint_slug', 10, 1 );
+
+/**
+ * Get the address in plain text, stripped of tags.
+ *
+ * @param $address string Address to format.
+ * @return string
+ */
+function wc_get_address_plain_text( $address, $replace = ', ' ) {
+	$p = new WP_HTML_Tag_Processor( $address );
+	$content = '';
+	while ( $p->next_token() )  {
+		if( 'BR' === $p->get_tag() ) {
+			$content .= $replace;
+			continue;
+		}
+		$token    = $p->get_modifiable_text();
+		$content .= $token;
+	}
+	return $content;
+}
\ No newline at end of file
diff --git a/plugins/woocommerce/src/Internal/Admin/Orders/ListTable.php b/plugins/woocommerce/src/Internal/Admin/Orders/ListTable.php
index d6a46c68b0e..214e106307f 100644
--- a/plugins/woocommerce/src/Internal/Admin/Orders/ListTable.php
+++ b/plugins/woocommerce/src/Internal/Admin/Orders/ListTable.php
@@ -1080,7 +1080,7 @@ class ListTable extends WP_List_Table {
 		$address = $order->get_formatted_billing_address();
 
 		if ( $address ) {
-			echo esc_html( preg_replace( '#<br\s*/?>#i', ', ', $address ) );
+			echo wc_get_address_plain_text( $address );
 
 			if ( $order->get_payment_method() ) {
 				/* translators: %s: payment method */
@@ -1102,7 +1102,7 @@ class ListTable extends WP_List_Table {
 		$address = $order->get_formatted_shipping_address();
 
 		if ( $address ) {
-			echo '<a target="_blank" href="' . esc_url( $order->get_shipping_address_map_url() ) . '">' . esc_html( preg_replace( '#<br\s*/?>#i', ', ', $address ) ) . '</a>';
+			echo '<a target="_blank" href="' . esc_url( $order->get_shipping_address_map_url() ) . '">' . wc_get_address_plain_text( $address ) . '</a>';
 			if ( $order->get_shipping_method() ) {
 				/* translators: %s: shipping method */
 				echo '<span class="description">' . sprintf( esc_html__( 'via %s', 'woocommerce' ), esc_html( $order->get_shipping_method() ) ) . '</span>';
diff --git a/plugins/woocommerce/templates/emails/plain/email-addresses.php b/plugins/woocommerce/templates/emails/plain/email-addresses.php
index 8475ddc9959..5078318dfdc 100644
--- a/plugins/woocommerce/templates/emails/plain/email-addresses.php
+++ b/plugins/woocommerce/templates/emails/plain/email-addresses.php
@@ -18,7 +18,7 @@
 defined( 'ABSPATH' ) || exit;
 
 echo "\n" . esc_html( wc_strtoupper( esc_html__( 'Billing address', 'woocommerce' ) ) ) . "\n\n";
-echo preg_replace( '#<br\s*/?>#i', "\n", $order->get_formatted_billing_address() ) . "\n"; // phpcs:ignore WordPress.Security.EscapeOutput.OutputNotEscaped
+echo wc_get_address_plain_text( $order->get_formatted_billing_address() ) . "\n"; // phpcs:ignore WordPress.Security.EscapeOutput.OutputNotEscaped
 
 if ( $order->get_billing_phone() ) {
 	echo $order->get_billing_phone() . "\n"; // phpcs:ignore WordPress.Security.EscapeOutput.OutputNotEscaped
@@ -45,7 +45,7 @@ if ( ! wc_ship_to_billing_address_only() && $order->needs_shipping_address() ) {
 
 	if ( $shipping ) {
 		echo "\n" . esc_html( wc_strtoupper( esc_html__( 'Shipping address', 'woocommerce' ) ) ) . "\n\n";
-		echo preg_replace( '#<br\s*/?>#i', "\n", $shipping ) . "\n"; // phpcs:ignore WordPress.Security.EscapeOutput.OutputNotEscaped
+		echo wc_get_address_plain_text( $shipping, "\n" ) . "\n"; // phpcs:ignore WordPress.Security.EscapeOutput.OutputNotEscaped
 
 		if ( $order->get_shipping_phone() ) {
 			echo $order->get_shipping_phone() . "\n"; // phpcs:ignore WordPress.Security.EscapeOutput.OutputNotEscaped