diff --git a/business/model/dao/store_sku.go b/business/model/dao/store_sku.go
index ccf7ebaba..af51560e4 100644
--- a/business/model/dao/store_sku.go
+++ b/business/model/dao/store_sku.go
@@ -340,7 +340,7 @@ func GetStoreCategories(db *DaoDB, vendorID, storeID int, skuIDs []int, level in
 	fieldPrefixParams := []interface{}{fieldPrefix, fieldPrefix, fieldPrefix, fieldPrefix}
 	if len(skuIDs) > 0 {
 		sql += `
-		JOIN (
+		LEFT JOIN (
 			SELECT DISTINCT b.category_id 
 			FROM sku a
 			JOIN sku_name b ON a.name_id = b.id AND b.deleted_at = ?