diff --git a/src/Integration/WPCOMProxy.php b/src/Integration/WPCOMProxy.php
index 7193e0b57e..74912f1f1c 100644
--- a/src/Integration/WPCOMProxy.php
+++ b/src/Integration/WPCOMProxy.php
@@ -158,40 +158,42 @@ protected function register_callbacks() {
 		add_filter(
 			'rest_request_after_callbacks',
 			/**
-			 * Add the Google Listings and Ads settings to the settings/general response.
+			 * Add the Google for WooCommerce and Ads settings to the settings/general response.
 			 *
 			 * @param WP_REST_Response|WP_HTTP_Response|WP_Error|mixed $response The response object.
 			 * @param mixed                                             $handler  The handler.
 			 * @param WP_REST_Request                                   $request  The request object.
 			 */
 			function ( $response, $handler, $request ) {
-				if ( ! $this->is_gla_request( $request ) ) {
+				if ( ! $this->is_gla_request( $request ) || ! $response instanceof WP_REST_Response ) {
 					return $response;
 				}
 
-				if ( $request->get_route() === '/wc/v3/settings/general' && $response instanceof WP_REST_Response ) {
-					$data   = $response->get_data();
+				$data = $response->get_data();
+
+				if ( $request->get_route() === '/wc/v3/settings/general' ) {
 					$data[] = [
 						'id'    => 'gla_target_audience',
-						'label' => 'Google Listings and Ads: Target Audience',
+						'label' => 'Google for WooCommerce: Target Audience',
 						'value' => $this->options->get( OptionsInterface::TARGET_AUDIENCE, [] ),
 					];
 
 					$data[] = [
 						'id'    => 'gla_shipping_times',
-						'label' => 'Google Listings and Ads: Shipping Times',
+						'label' => 'Google for WooCommerce: Shipping Times',
 						'value' => $this->shipping_time_query->get_all_shipping_times(),
 					];
 
 					$data[] = [
 						'id'    => 'gla_language',
-						'label' => 'Google Listings and Ads: Store language',
+						'label' => 'Google for WooCommerce: Store language',
 						'value' => get_locale(),
 					];
 
 					$response->set_data( array_values( $data ) );
 				}
 
+				$response->set_data( $this->prepare_data( $response->get_data() ) );
 				return $response;
 			},
 			10,
@@ -199,6 +201,26 @@ function ( $response, $handler, $request ) {
 		);
 	}
 
+	/**
+	 * Prepares the data converting the empty arrays in objects for consistency.
+	 *
+	 * @param array $data The response data to parse
+	 * @return mixed
+	 */
+	public function prepare_data( $data ) {
+		if ( ! is_array( $data ) ) {
+			return $data;
+		}
+
+		foreach ( array_keys( $data ) as $key ) {
+			if ( is_array( $data[ $key ] ) && empty( $data[ $key ] ) ) {
+				$data[ $key ] = (object) $data[ $key ];
+			}
+		}
+
+		return $data;
+	}
+
 	/**
 	 * Whether the request is coming from the WPCOM proxy.
 	 *
diff --git a/tests/Unit/Integration/WPCOMProxyTest.php b/tests/Unit/Integration/WPCOMProxyTest.php
index 946e4c3405..3a86ba31c5 100644
--- a/tests/Unit/Integration/WPCOMProxyTest.php
+++ b/tests/Unit/Integration/WPCOMProxyTest.php
@@ -2,6 +2,8 @@
 
 namespace Automattic\WooCommerce\GoogleListingsAndAds\Tests\Unit\API\Site\Controllers\Ads;
 
+use Automattic\WooCommerce\GoogleListingsAndAds\DB\Query\ShippingTimeQuery;
+use Automattic\WooCommerce\GoogleListingsAndAds\Product\Attributes\AttributeManager;
 use Automattic\WooCommerce\RestApi\UnitTests\Helpers\CouponHelper;
 use Automattic\WooCommerce\RestApi\UnitTests\Helpers\ProductHelper;
 use Automattic\WooCommerce\GoogleListingsAndAds\Tests\Framework\RESTControllerUnitTest;
@@ -455,4 +457,29 @@ public function test_get_settings_with_gla_syncable_param() {
 		$this->assertArrayHasKey( 'gla_target_audience', $response_mapped );
 		$this->assertArrayHasKey( 'gla_shipping_times', $response_mapped );
 	}
+
+	public function test_get_empty_data_as_object() {
+		// dummy data
+		$data = [
+			'foo'  => 'bar',
+			'var'  => [],
+			'baz'  => null,
+			'bool' => false,
+		];
+
+		$proxy = new WPCOMProxy(
+			$this->container->get( ShippingTimeQuery::class ),
+			$this->container->get( AttributeManager::class )
+		);
+
+		$this->assertEquals(
+			[
+				'foo'  => 'bar',
+				'var'  => (object) [],
+				'baz'  => null,
+				'bool' => false,
+			],
+			$proxy->prepare_data( $data )
+		);
+	}
 }