diff --git a/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-coupons-data-store.php b/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-coupons-data-store.php
index 934ad18fcc6..39b11fcdb10 100644
--- a/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-coupons-data-store.php
+++ b/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-coupons-data-store.php
@@ -315,19 +315,21 @@ class WC_Admin_Reports_Coupons_Data_Store extends WC_Admin_Reports_Data_Store im
 	 *
 	 * @since 3.5.0
 	 * @param int $order_id Order ID.
-	 * @return void
+	 * @return int|bool Returns -1 if order won't be processed, or a boolean indicating processing success.
 	 */
 	public static function sync_order_coupons( $order_id ) {
 		global $wpdb;
 
 		$order = wc_get_order( $order_id );
 		if ( ! $order ) {
-			return;
+			return -1;
 		}
 
 		$coupon_items = $order->get_items( 'coupon' );
+		$num_updated  = 0;
+
 		foreach ( $coupon_items as $coupon_item ) {
-			$wpdb->replace(
+			$result = $wpdb->replace(
 				$wpdb->prefix . self::TABLE_NAME,
 				array(
 					'order_id'        => $order_id,
@@ -342,7 +344,11 @@ class WC_Admin_Reports_Coupons_Data_Store extends WC_Admin_Reports_Data_Store im
 					'%s',
 				)
 			);
+
+			$num_updated += intval( $result );
 		}
+
+		return ( count( $coupon_items ) === $num_updated );
 	}
 
 }
diff --git a/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-orders-stats-data-store.php b/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-orders-stats-data-store.php
index 5ea9cd13fe8..96c8350cfda 100644
--- a/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-orders-stats-data-store.php
+++ b/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-orders-stats-data-store.php
@@ -360,18 +360,19 @@ class WC_Admin_Reports_Orders_Stats_Data_Store extends WC_Admin_Reports_Data_Sto
 	 * Add order information to the lookup table when orders are created or modified.
 	 *
 	 * @param int $post_id Post ID.
+	 * @return int|bool Returns -1 if order won't be processed, or a boolean indicating processing success.
 	 */
 	public static function sync_order( $post_id ) {
 		if ( 'shop_order' !== get_post_type( $post_id ) ) {
-			return;
+			return -1;
 		}
 
 		$order = wc_get_order( $post_id );
 		if ( ! $order ) {
-			return;
+			return -1;
 		}
 
-		self::update( $order );
+		return self::update( $order );
 	}
 
 	/**
@@ -388,14 +389,14 @@ class WC_Admin_Reports_Orders_Stats_Data_Store extends WC_Admin_Reports_Data_Sto
 	 * Update the database with stats data.
 	 *
 	 * @param WC_Order $order Order to update row for.
-	 * @return int|bool|null Number or rows modified or false on failure.
+	 * @return int|bool Returns -1 if order won't be processed, or a boolean indicating processing success.
 	 */
 	public static function update( $order ) {
 		global $wpdb;
 		$table_name = $wpdb->prefix . self::TABLE_NAME;
 
 		if ( ! $order->get_id() || ! $order->get_date_created() ) {
-			return false;
+			return -1;
 		}
 
 		$data   = array(
@@ -450,7 +451,9 @@ class WC_Admin_Reports_Orders_Stats_Data_Store extends WC_Admin_Reports_Data_Sto
 		}
 
 		// Update or add the information to the DB.
-		return $wpdb->replace( $table_name, $data, $format );
+		$result = $wpdb->replace( $table_name, $data, $format );
+
+		return ( 1 === $result );
 	}
 
 	/**
diff --git a/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-products-data-store.php b/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-products-data-store.php
index e1c0ce9d89e..6811a778d1e 100644
--- a/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-products-data-store.php
+++ b/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-products-data-store.php
@@ -319,7 +319,7 @@ class WC_Admin_Reports_Products_Data_Store extends WC_Admin_Reports_Data_Store i
 	 *
 	 * @since 3.5.0
 	 * @param int $order_id Order ID.
-	 * @return void
+	 * @return int|bool Returns -1 if order won't be processed, or a boolean indicating processing success.
 	 */
 	public static function sync_order_products( $order_id ) {
 		global $wpdb;
@@ -328,10 +328,13 @@ class WC_Admin_Reports_Products_Data_Store extends WC_Admin_Reports_Data_Store i
 
 		// This hook gets called on refunds as well, so return early to avoid errors.
 		if ( ! $order || 'shop_order_refund' === $order->get_type() ) {
-			return;
+			return -1;
 		}
 
-		foreach ( $order->get_items() as $order_item ) {
+		$order_items = $order->get_items();
+		$num_updated = 0;
+
+		foreach ( $order_items as $order_item ) {
 			$order_item_id       = $order_item->get_id();
 			$quantity_refunded   = $order->get_item_quantity_refunded( $order_item );
 			$amount_refunded     = $order->get_item_amount_refunded( $order_item );
@@ -355,13 +358,13 @@ class WC_Admin_Reports_Products_Data_Store extends WC_Admin_Reports_Data_Store i
 			$net_revenue = $order_item->get_subtotal( 'edit' ) - $amount_refunded;
 
 			if ( $quantity_refunded >= $order_item->get_quantity( 'edit' ) ) {
-				$wpdb->delete(
+				$result = $wpdb->delete(
 					$wpdb->prefix . self::TABLE_NAME,
 					array( 'order_item_id' => $order_item_id ),
 					array( '%d' )
 				); // WPCS: cache ok, DB call ok.
 			} else {
-				$wpdb->replace(
+				$result = $wpdb->replace(
 					$wpdb->prefix . self::TABLE_NAME,
 					array(
 						'order_item_id'         => $order_item_id,
@@ -398,7 +401,11 @@ class WC_Admin_Reports_Products_Data_Store extends WC_Admin_Reports_Data_Store i
 					)
 				); // WPCS: cache ok, DB call ok, unprepared SQL ok.
 			}
+
+			$num_updated += intval( $result );
 		}
+
+		return ( count( $order_items ) === $num_updated );
 	}
 
 }
diff --git a/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-taxes-data-store.php b/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-taxes-data-store.php
index f5323f7536d..6cd5379de53 100644
--- a/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-taxes-data-store.php
+++ b/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-reports-taxes-data-store.php
@@ -255,17 +255,20 @@ class WC_Admin_Reports_Taxes_Data_Store extends WC_Admin_Reports_Data_Store impl
 	 * Create or update an entry in the wc_order_tax_lookup table for an order.
 	 *
 	 * @param int $order_id Order ID.
-	 * @return void
+	 * @return int|bool Returns -1 if order won't be processed, or a boolean indicating processing success.
 	 */
 	public static function sync_order_taxes( $order_id ) {
 		global $wpdb;
 		$order = wc_get_order( $order_id );
 		if ( ! $order ) {
-			return;
+			return -1;
 		}
 
-		foreach ( $order->get_items( 'tax' ) as $tax_item ) {
-			$wpdb->replace(
+		$tax_items   = $order->get_items( 'tax' );
+		$num_updated = 0;
+
+		foreach ( $tax_items as $tax_item ) {
+			$result = $wpdb->replace(
 				$wpdb->prefix . self::TABLE_NAME,
 				array(
 					'order_id'     => $order->get_id(),
@@ -284,7 +287,11 @@ class WC_Admin_Reports_Taxes_Data_Store extends WC_Admin_Reports_Data_Store impl
 					'%f',
 				)
 			);
+
+			$num_updated += intval( $result );
 		}
+
+		return ( count( $tax_items ) === $num_updated );
 	}
 
 }